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2020 – today
- 2025
[j65]Rui Lin
, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong:
Lite It Fly: An All-Deformable-Butterfly Network. IEEE Trans. Neural Networks Learn. Syst. 36(1): 1919-1924 (2025)- [c116]Taiqiang Wu, Zhe Zhao, Jiahao Wang, Xingyu Bai, Lei Wang, Ngai Wong, Yujiu Yang:
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs. COLING 2025: 5656-5667 - [c115]Taiqiang Wu, Chaofan Tao, Jiahao Wang, Runming Yang, Zhe Zhao, Ngai Wong:
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models. COLING 2025: 5737-5755 - 2024
- [j64]Yipeng Du, Yuan Ren, Ngai Wong, Edith C. H. Ngai:
Hyperdimensional Computing With Multiscale Local Binary Patterns for Scalp EEG-Based Epileptic Seizure Detection. IEEE Internet Things J. 11(15): 26046-26061 (2024) - [j63]Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong:
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1613-1617 (2024) - [j62]Boyu Li, Kai Li, Jiajun Zhou, Yuan Ren, Wei Mao, Hao Yu, Ngai Wong:
A Reconfigurable Processing Element for Multiple-Precision Floating/Fixed-Point HPC. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1401-1405 (2024) - [j61]Chaofan Tao, Rui Lin, Quan Chen, Zhaoyang Zhang, Ping Luo, Ngai Wong:
FAT: Frequency-Aware Transformation for Bridging Full-Precision and Low-Precision Deep Representations. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2640-2654 (2024) - [j60]Le Xu, Lei Cheng, Ngai Wong, Yik-Chung Wu, H. Vincent Poor:
Overcoming Beam Squint in mmWave MIMO Channel Estimation: A Bayesian Multi-Band Sparsity Approach. IEEE Trans. Signal Process. 72: 1219-1234 (2024) - [c114]Jason Chun Lok Li, Chang Liu, Binxiao Huang, Ngai Wong:
Learning Spatially Collaged Fourier Bases for Implicit Neural Representation. AAAI 2024: 13492-13499 - [c113]Tianshu Hou, Yuan Ren, Wenyong Zhou, Can Li, Zhongrui Wang, Hai-Bao Chen, Ngai Wong:
Physics-Informed Learning for Versatile RRAM Reset and Retention Simulation. ASPDAC 2024: 746-751 - [c112]Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu:
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. DAC 2024: 107:1-107:6 - [c111]Ziyi Guan, Boyu Li, Yuan Ren, Muqun Niu, Hantao Huang, Graziano Chesi, Hao Yu, Ngai Wong:
An Isotropic Shift-Pointwise Network for Crossbar-Efficient Neural Network Design. DATE 2024: 1-6 - [c110]Sidi Yang, Binxiao Huang, Mingdeng Cao, Yatai Ji, Hanzhong Guo, Ngai Wong, Yujiu Yang:
Taming Lookup Tables for Efficient Image Retouching. ECCV (58) 2024: 144-159 - [c109]Taiqiang Wu, Jiahao Wang, Zhe Zhao, Ngai Wong:
Mixture-of-Subspaces in Low-Rank Adaptation. EMNLP 2024: 7880-7899 - [c108]Wenbo Qi, Wenyong Zhou, Ngai Wong, S. C. Chan:
Hybrid Module with Multiple Receptive Fields and Self-Attention Layers for Medical Image Segmentation. ICASSP 2024: 1906-1910 - [c107]Jason Chun Lok Li, Steven Tin Sui Luo, Le Xu, Ngai Wong:
ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient Inference. ICLR 2024 - [c106]Chen Zhang, Steven Tin Sui Luo, Jason Chun Lok Li, Yik-Chung Wu, Ngai Wong:
Nonparametric Teaching of Implicit Neural Representations. ICML 2024 - [c105]Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou, Dahai Yu, Ngai Wong:
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution. IJCAI 2024: 857-865 - [c104]Taiqiang Wu, Cheng Hou, Shanshan Lao, Jiayi Li, Ngai Wong, Zhe Zhao, Yujiu Yang:
Weight-Inherited Distillation for Task-Agnostic BERT Compression. NAACL-HLT (Findings) 2024: 13-28 - [c103]Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang:
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models. NAACL-HLT 2024: 3161-3176 - [i62]Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang:
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models. CoRR abs/2402.11417 (2024) - [i61]Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu:
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. CoRR abs/2402.14866 (2024) - [i60]Sidi Yang, Binxiao Huang, Mingdeng Cao, Yatai Ji, Hanzhong Guo, Ngai Wong, Yujiu Yang:
Taming Lookup Tables for Efficient Image Retouching. CoRR abs/2403.19238 (2024) - [i59]Taiqiang Wu, Chaofan Tao, Jiahao Wang, Zhe Zhao, Ngai Wong:
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models. CoRR abs/2404.02657 (2024) - [i58]Xincheng Feng, Guodong Shen, Jianhao Hu, Meng Li, Ngai Wong:
Stochastic Multivariate Universal-Radix Finite-State Machine: a Theoretically and Practically Elegant Nonlinear Function Approximator. CoRR abs/2405.02356 (2024) - [i57]Binxiao Huang, Jason Chun Lok Li, Chang Liu, Ngai Wong:
Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers. CoRR abs/2405.05573 (2024) - [i56]Chen Zhang, Steven Tin Sui Luo, Jason Chun Lok Li, Yik-Chung Wu, Ngai Wong:
Nonparametric Teaching of Implicit Neural Representations. CoRR abs/2405.10531 (2024) - [i55]Jason Chun Lok Li, Steven Tin Sui Luo, Le Xu, Ngai Wong:
ASMR: Activation-sharing Multi-resolution Coordinate Networks For Efficient Inference. CoRR abs/2405.12398 (2024) - [i54]Taiqiang Wu, Jiahao Wang, Zhe Zhao, Ngai Wong:
Mixture-of-Subspaces in Low-Rank Adaptation. CoRR abs/2406.11909 (2024) - [i53]Chaofan Tao, Qian Liu, Longxu Dou, Niklas Muennighoff, Zhongwei Wan, Ping Luo, Min Lin, Ngai Wong:
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies. CoRR abs/2407.13623 (2024) - [i52]Yupeng Su, Ziyi Guan, Xiaoqun Liu, Tianlai Jin, Dongkuan Wu, Graziano Chesi, Ngai Wong, Hao Yu:
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models. CoRR abs/2408.10631 (2024) - [i51]Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam:
A Survey on the Honesty of Large Language Models. CoRR abs/2409.18786 (2024) - [i50]Zixuan Li, Jing Xiong, Fanghua Ye, Chuanyang Zheng, Xun Wu, Jianqiao Lu, Zhongwei Wan, Xiaodan Liang, Chengming Li, Zhenan Sun, Lingpeng Kong, Ngai Wong:
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation. CoRR abs/2410.02719 (2024) - [i49]Jing Xiong, Jianghan Shen, Fanghua Ye, Chaofan Tao, Zhongwei Wan, Jianqiao Lu, Xun Wu, Chuanyang Zheng, Zhijiang Guo, Lingpeng Kong, Ngai Wong:
UNComp: Uncertainty-Aware Long-Context Compressor for Efficient Large Language Model Inference. CoRR abs/2410.03090 (2024) - [i48]Zebin Yang, Renze Chen, Taiqiang Wu, Ngai Wong, Yun Liang, Runsheng Wang, Ru Huang, Meng Li:
MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers. CoRR abs/2410.17957 (2024) - [i47]Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong:
Autoregressive Models in Vision: A Survey. CoRR abs/2411.05902 (2024) - [i46]Runming Yang, Taiqiang Wu, Jiahao Wang, Pengfei Hu, Ngai Wong, Yujiu Yang:
LLM-Neo: Parameter Efficient Knowledge Distillation for Large Language Models. CoRR abs/2411.06839 (2024) - 2023
- [j59]Le Xu, Lei Cheng, Ngai Wong, Yik-Chung Wu:
Tensor train factorization under noisy and incomplete data with automatic rank estimation. Pattern Recognit. 141: 109650 (2023) - [j58]Tianshu Hou, Peining Zhen, Ngai Wong, Quan Chen, Guoyong Shi, Shuqi Wang, Hai-Bao Chen:
Multilayer Perceptron-Based Stress Evolution Analysis Under DC Current Stressing for Multisegment Wires. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(2): 544-557 (2023) - [j57]Tianshu Hou, Ngai Wong, Quan Chen, Zhigang Ji, Hai-Bao Chen:
Analytical Post-Voiding Modeling and Efficient Characterization of EM Failure Effects Under Time-Dependent Current Stressing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4959-4972 (2023) - [c102]Xiaoyan Qian, Chang Liu, Xiaojuan Qi, Siew-Chong Tan, Edmund Y. Lam, Ngai Wong:
Context-Aware Transformer for 3D Point Cloud Automatic Annotation. AAAI 2023: 2082-2090 - [c101]Chaofan Tao, Lu Hou, Haoli Bai, Jiansheng Wei, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong:
Structured Pruning for Efficient Generative Pre-trained Language Models. ACL (Findings) 2023: 10880-10895 - [c100]Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong:
A Unifying Tensor View for Lightweight CNNs. ASICON 2023: 1-4 - [c99]Wenyong Zhou, Yuan Ren, Jiajun Zhou, Tianshu Hou, Ngai Wong:
A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips. ASICON 2023: 1-4 - [c98]Changhai Man, Cheng Chang, Chenchen Ding, Ao Shen, Hongwei Ren, Ziyi Guan, Yuan Cheng, Shaobo Luo, Rumin Zhang, Ngai Wong, Hao Yu:
RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge. DATE 2023: 1-2 - [c97]Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong:
PECAN: A Product-Quantized Content Addressable Memory Network. DATE 2023: 1-6 - [c96]Chang Liu, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Edmund Y. Lam, Ngai Wong:
Gradually Excavating External Knowledge for Implicit Complex Question Answering. EMNLP (Findings) 2023: 14405-14417 - [c95]Jiajun Wu, Jiajun Zhou, Yizhao Gao, Yuhao Ding, Ngai Wong, Hayden Kwok-Hay So:
MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources. FCCM 2023: 94-104 - [i45]Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong:
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. CoRR abs/2302.12510 (2023) - [i44]Taiqiang Wu, Zhe Zhao, Jiahao Wang, Xingyu Bai, Lei Wang, Ngai Wong, Yujiu Yang:
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs. CoRR abs/2303.13763 (2023) - [i43]Xiaoyan Qian, Chang Liu, Xiaojuan Qi, Siew-Chong Tan, Edmund Y. Lam, Ngai Wong:
Context-Aware Transformer for 3D Point Cloud Automatic Annotation. CoRR abs/2303.14893 (2023) - [i42]Taiqiang Wu, Cheng Hou, Zhe Zhao, Shanshan Lao, Jiayi Li, Ngai Wong, Yujiu Yang:
Weight-Inherited Distillation for Task-Agnostic BERT Compression. CoRR abs/2305.09098 (2023) - [i41]Le Xu, Lei Cheng, Ngai Wong, Yik-Chung Wu:
To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion. CoRR abs/2306.11123 (2023) - [i40]Binxiao Huang, Rui Lin, Chaofan Tao, Ngai Wong:
A Spectral Perspective towards Understanding and Improving Adversarial Robustness. CoRR abs/2306.14262 (2023) - [i39]Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong:
Lite it fly: An All-Deformable-Butterfly Network. CoRR abs/2311.08125 (2023) - [i38]Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou, Dahai Yu, Ngai Wong:
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution. CoRR abs/2312.06101 (2023) - [i37]Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong:
A Unifying Tensor View for Lightweight CNNs. CoRR abs/2312.09922 (2023) - [i36]Jason Chun Lok Li, Chang Liu, Binxiao Huang, Ngai Wong:
Learning Spatially Collaged Fourier Bases for Implicit Neural Representation. CoRR abs/2312.17018 (2023) - 2022
- [j56]Chang Liu, Xiaojuan Qi, Edmund Y. Lam, Ngai Wong:
Fast Classification and Action Recognition With Event-Based Imaging. IEEE Access 10: 55638-55649 (2022) - [j55]Cong Chen, Kim Batselier, Wenjian Yu, Ngai Wong:
Kernelized support tensor train machines. Pattern Recognit. 122: 108337 (2022) - [j54]Tianshu Hou, Ngai Wong, Quan Chen, Zhigang Ji, Hai-Bao Chen:
A Space-Time Neural Network for Analysis of Stress Evolution Under DC Current Stressing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5501-5514 (2022) - [c94]Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong:
Compression of Generative Pre-trained Language Models via Quantization. ACL (1) 2022: 4821-4836 - [c93]Chang Liu, Xiaoyan Qian, Binxiao Huang, Xiaojuan Qi, Edmund Y. Lam, Siew-Chong Tan, Ngai Wong:
Multimodal Transformer for Automatic 3D Annotation and Object Detection. ECCV (38) 2022: 657-673 - [c92]Rui Lin, Cong Chen, Ngai Wong:
Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor Completion. ICPR 2022: 259-265 - [c91]Chang Liu, Xiaoyan Qian, Xiaojuan Qi, Edmund Y. Lam, Siew-Chong Tan, Ngai Wong:
MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator. ICPR 2022: 1148-1155 - [c90]Chaofan Tao, Ngai Wong:
ODG-Q: Robust Quantization via Online Domain Generalization. ICPR 2022: 1822-1828 - [c89]Yuan Cheng, Rui Lin, Peining Zhen, Tianshu Hou, Chiu Wa Ng, Hai-Bao Chen, Hao Yu, Ngai Wong:
FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation. WACV 2022: 2714-2722 - [c88]Rui Lin, Jie Ran, Dongpeng Wang, King Hung Chiu, Ngai Wong:
EZCrop: Energy-Zoned Channels for Robust Output Pruning. WACV 2022: 3595-3604 - [i35]Binxiao Huang, Chaofan Tao, Rui Lin, Ngai Wong:
What Do Adversarially trained Neural Networks Focus: A Fourier Domain-based Study. CoRR abs/2203.08739 (2022) - [i34]Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong:
Compression of Generative Pre-trained Language Models via Quantization. CoRR abs/2203.10705 (2022) - [i33]Rui Lin, Jie Ran, King Hung Chiu, Graziano Chesi, Ngai Wong:
Deformable Butterfly: A Highly Structured and Sparse Linear Transform. CoRR abs/2203.13556 (2022) - [i32]Rui Lin, Cong Chen, Ngai Wong:
Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor Completion. CoRR abs/2203.15189 (2022) - [i31]Chang Liu, Xiaoyan Qian, Xiaojuan Qi, Edmund Y. Lam, Siew-Chong Tan, Ngai Wong:
MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator. CoRR abs/2203.15700 (2022) - [i30]Tianshu Hou, Peining Zhen, Ngai Wong, Quan Chen, Guoyong Shi, Shuqi Wang, Hai-Bao Chen:
Multilayer Perceptron Based Stress Evolution Analysis under DC Current Stressing for Multi-segment Wires. CoRR abs/2205.09065 (2022) - [i29]Chang Liu, Xiaoyan Qian, Binxiao Huang, Xiaojuan Qi, Edmund Y. Lam, Siew-Chong Tan, Ngai Wong:
Multimodal Transformer for Automatic 3D Annotation and Object Detection. CoRR abs/2207.09805 (2022) - [i28]Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong:
PECAN: A Product-Quantized Content Addressable Memory Network. CoRR abs/2208.13571 (2022) - [i27]Chaofan Tao, Ngai Wong:
ODG-Q: Robust Quantization via Online Domain Generalization. CoRR abs/2210.08701 (2022) - [i26]Binxiao Huang, Chaofan Tao, Rui Lin, Ngai Wong:
Frequency Regularization for Improving Adversarial Robustness. CoRR abs/2212.12732 (2022) - 2021
- [j53]Yuan Cheng, Yuchao Yang, Hai-Bao Chen, Ngai Wong, Hao Yu:
S3-Net: A Fast Scene Understanding Network by Single-Shot Segmentation for Autonomous Driving. ACM Trans. Intell. Syst. Technol. 12(5): 58:1-58:19 (2021) - [c87]Yuan Ren, Rui Lin, Jie Ran, Chang Liu, Chaofan Tao, Zhongrui Wang, Can Li, Ngai Wong:
BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing. ASICON 2021: 1-4 - [c86]Cong Chen, Chaofan Tao, Ngai Wong:
LiteGT: Efficient and Lightweight Graph Transformers. CIKM 2021: 161-170 - [c85]Ziyi Guan, Shuwei Li, Yuan Cheng, Changhai Man, Wei Mao, Ngai Wong, Hao Yu:
A Video-based Fall Detection Network by Spatio-temporal Joint-point Model on Edge Devices. DATE 2021: 422-427 - [c84]Le Xu, Lei Cheng, Ngai Wong, Yik-Chung Wu:
Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and Inference. ICDM 2021: 1439-1444 - [c83]Rui Lin, Jie Ran, King Hung Chiu, Graziano Chesi, Ngai Wong:
Deformable Butterfly: A Highly Structured and Sparse Linear Transform. NeurIPS 2021: 16145-16157 - [c82]Le Xu, Lei Cheng, Ngai Wong, Yik-Chung Wu:
Probabilistic Tensor Train Decomposition with Automatic Rank Determination from Noisy Data. SSP 2021: 461-465 - [c81]Yuan Cheng, Yuchao Yang, Hai-Bao Chen, Ngai Wong, Hao Yu:
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation. WACV 2021: 3328-3336 - [i25]Chaofan Tao, Rui Lin, Quan Chen, Zhaoyang Zhang, Ping Luo, Ngai Wong:
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation. CoRR abs/2102.07444 (2021) - [i24]Chang Liu, Xiaojuan Qi, Edmund Y. Lam, Ngai Wong:
AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision. CoRR abs/2103.11645 (2021) - [i23]Rui Lin, Jie Ran, Dongpeng Wang, King Hung Chiu, Ngai Wong:
EZCrop: Energy-Zoned Channels for Robust Output Pruning. CoRR abs/2105.03679 (2021) - [i22]Jie Ran, Rui Lin, Hayden K. H. So, Graziano Chesi, Ngai Wong:
Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks. CoRR abs/2105.04218 (2021) - 2020
- [j52]Yuan Cheng, Guangya Li, Ngai Wong, Hai-Bao Chen, Hao Yu:
DEEPEYE: A Deeply Tensor-Compressed Neural Network for Video Comprehension on Terminal Devices. ACM Trans. Embed. Comput. Syst. 19(3): 18:1-18:25 (2020) - [j51]Ching-Yun Ko, Kim Batselier, Luca Daniel, Wenjian Yu, Ngai Wong:
Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains. IEEE Trans. Image Process. 29: 6918-6931 (2020) - [j50]Ching-Yun Ko, Cong Chen, Zhuolun He, Yuke Zhang, Kim Batselier, Ngai Wong:
Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2665-2671 (2020) - [c80]Zhaoyang Lyu, Ching-Yun Ko, Zhifeng Kong, Ngai Wong, Dahua Lin, Luca Daniel:
Fastened CROWN: Tightened Neural Network Robustness Certificates. AAAI 2020: 5037-5044 - [c79]Zhenxing Zhou, Yisiang Neo, King-Shan Lui, Vincent W. L. Tam, Edmund Y. Lam, Ngai Wong:
A Portable Hong Kong Sign Language Translation Platform with Deep Learning and Jetson Nano. ASSETS 2020: 89:1-89:4 - [c78]Yuan Cheng, Guangtai Huang, Peining Zhen, Bin Liu, Hai-Bao Chen, Ngai Wong, Hao Yu:
An Anomaly Comprehension Neural Network for Surveillance Videos on Terminal Devices. DATE 2020: 1396-1401 - [c77]Zhuolun He, Yuzhe Ma, Lu Zhang, Peiyu Liao, Ngai Wong, Bei Yu, Martin D. F. Wong:
Learn to Floorplan through Acquisition of Effective Local Search Heuristics. ICCD 2020: 324-331 - [c76]Jie Ran, Rui Lin, Hayden K. H. So, Graziano Chesi, Ngai Wong:
Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks. ICPR 2020: 9866-9873 - [i21]Cong Chen, Kim Batselier, Wenjian Yu, Ngai Wong:
Kernelized Support Tensor Train Machines. CoRR abs/2001.00360 (2020) - [i20]Rui Lin, Ching-Yun Ko, Zhuolun He, Cong Chen, Yuan Cheng, Hao Yu, Graziano Chesi, Ngai Wong:
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression. CoRR abs/2002.12663 (2020) - [i19]Yuan Cheng, Yuchao Yang, Hai-Bao Chen, Ngai Wong, Hao Yu:
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation. CoRR abs/2011.02265 (2020)
2010 – 2019
- 2019
- [c75]Yuan Cheng, Ngai Wong, Xiong Liu, Leibin Ni, Hai-Bao Chen, Hao Yu:
A Low-Power High-Throughput In-Memory CMOS-ReRAM Accelerator for Large-Scale Deep Residual Neural Networks. ASICON 2019: 1-4 - [c74]Kim Batselier, Ching-Yun Ko, Ngai Wong:
Extended Kalman Filtering with Low-Rank Tensor Networks for MIMO Volterra System Identification. CDC 2019: 7148-7153 - [c73]Yuan Cheng, Guangya Li, Ngai Wong, Hai-Bao Chen, Hao Yu:
DEEPEYE: A Deeply Tensor-Compressed Neural Network Hardware Accelerator: Invited Paper. ICCAD 2019: 1-8 - [c72]Ching-Yun Ko, Zhaoyang Lyu, Lily Weng, Luca Daniel, Ngai Wong, Dahua Lin:
POPQORN: Quantifying Robustness of Recurrent Neural Networks. ICML 2019: 3468-3477 - [c71]Ching Yun Ko, Rui Lin, Shu Li, Ngai Wong:
MiSC: Mixed Strategies Crowdsourcing. IJCAI 2019: 1394-1400 - [c70]Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong:
Matrix Product Operator Restricted Boltzmann Machines. IJCNN 2019: 1-8 - [c69]Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong:
A Support Tensor Train Machine. IJCNN 2019: 1-8 - [i18]Ching-Yun Ko, Zhaoyang Lyu, Tsui-Wei Weng, Luca Daniel, Ngai Wong, Dahua Lin:
POPQORN: Quantifying Robustness of Recurrent Neural Networks. CoRR abs/1905.07387 (2019) - [i17]Ching-Yun Ko, Rui Lin, Shu Li, Ngai Wong:
MiSC: Mixed Strategies Crowdsourcing. CoRR abs/1905.07394 (2019) - [i16]Zhaoyang Lyu, Ching-Yun Ko, Zhifeng Kong, Ngai Wong, Dahua Lin, Luca Daniel:
Fastened CROWN: Tightened Neural Network Robustness Certificates. CoRR abs/1912.00574 (2019) - [i15]Kim Batselier, Andrzej Cichocki, Ngai Wong:
MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA. CoRR abs/1912.09775 (2019) - 2018
- [j49]Kim Batselier, Ching Yun Ko, Ngai Wong:
Tensor network subspace identification of polynomial state space models. Autom. 95: 187-196 (2018) - [j48]Kim Batselier, Ngai Wong:
Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification. Autom. 95: 413-418 (2018) - [j47]Kim Batselier, Wenjian Yu, Luca Daniel, Ngai Wong:
Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD. SIAM J. Matrix Anal. Appl. 39(3): 1221-1244 (2018) - [j46]Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong:
Parallelized Tensor Train Learning of Polynomial Classifiers. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4621-4632 (2018) - [i14]Cong Chen, Kim Batselier, Ching Yun Ko, Ngai Wong:
A Support Tensor Train Machine. CoRR abs/1804.06114 (2018) - [i13]Ching Yun Ko, Kim Batselier, Wenjian Yu, Ngai Wong:
Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach. CoRR abs/1804.06128 (2018) - [i12]Ching Yun Ko, Cong Chen, Yuke Zhang, Kim Batselier, Ngai Wong:
Deep Compression of Sum-Product Networks on Tensor Networks. CoRR abs/1811.03963 (2018) - [i11]Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong:
Matrix Product Operator Restricted Boltzmann Machines. CoRR abs/1811.04608 (2018) - 2017
- [j45]Kim Batselier, Zhongming Chen, Ngai Wong:
A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification. Autom. 84: 17-25 (2017) - [j44]Kim Batselier, Zhongming Chen, Ngai Wong:
Tensor Network alternating linear scheme for MIMO Volterra system identification. Autom. 84: 26-35 (2017) - [j43]Kim Batselier, Ngai Wong:
Inverse multivariate polynomial root-finding: Numerical implementations of the affine and projective Buchberger-Möller algorithm. J. Comput. Appl. Math. 320: 15-29 (2017) - [j42]Kim Batselier, Ngai Wong:
A constructive arbitrary-degree Kronecker product decomposition of tensors. Numer. Linear Algebra Appl. 24(5) (2017) - [j41]Zheng Zhang, Kim Batselier, Haotian Liu, Luca Daniel, Ngai Wong:
Tensor Computation: A New Framework for High-Dimensional Problems in EDA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(4): 521-536 (2017) - [c68]Cong Chen, Kim Batselier, Mihai Telescu, Stéphane Azou, Noël Tanguy, Ngai Wong:
Tensor-network-based predistorter design for multiple-input multiple-output nonlinear systems. ASICON 2017: 1117-1120 - [c67]Zhongming Chen, Kim Batselier, Haotian Liu, Ngai Wong:
An efficient homotopy-based Poincaré-Lindstedt method for the periodic steady-state analysis of nonlinear autonomous oscillators. ASP-DAC 2017: 283-288 - [i10]Kim Batselier, Wenjian Yu, Luca Daniel, Ngai Wong:
Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD. CoRR abs/1707.07803 (2017) - [i9]Kim Batselier, Ngai Wong:
Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification. CoRR abs/1708.05156 (2017) - [i8]Kim Batselier, Ching Yun Ko, Ngai Wong:
Tensor network subspace identification of polynomial state space models. CoRR abs/1709.08773 (2017) - 2016
- [j40]Kim Batselier, Ngai Wong:
Computing the state difference equations for discrete overdetermined linear systems. Autom. 64: 254-261 (2016) - [j39]Quan Chen, Wim Schoenmaker, Shih-Hung Weng, Chung-Kuan Cheng, Guan-Hua Chen, Lijun Jiang, Ngai Wong:
A fast time-domain EM-TCAD coupled simulation framework via matrix exponential with stiffness reduction. Int. J. Circuit Theory Appl. 44(4): 833-850 (2016) - [j38]Yang Zhang, Ngai Wong:
Compact model order reduction of weakly nonlinear systems by associated transform. Int. J. Circuit Theory Appl. 44(7): 1367-1384 (2016) - [j37]Kim Batselier, Ngai Wong:
Symmetric tensor decomposition by an iterative eigendecomposition algorithm. J. Comput. Appl. Math. 308: 69-82 (2016) - [c66]Jian Deng, Haotian Liu, Kim Batselier, Yu-Kwong Kwok, Ngai Wong:
STORM: A nonlinear model order reduction method via symmetric tensor decomposition. ASP-DAC 2016: 557-562 - [c65]Kim Batselier, Zhongming Chen, Haotian Liu, Ngai Wong:
A tensor-based volterra series black-box nonlinear system identification and simulation framework. ICCAD 2016: 17 - [i7]Kim Batselier, Zhongming Chen, Ngai Wong:
Tensor Train alternating linear scheme for MIMO Volterra system identification. CoRR abs/1607.00127 (2016) - [i6]Zheng Zhang, Kim Batselier, Haotian Liu, Luca Daniel, Ngai Wong:
Tensor Computation: A New Framework for High-Dimensional Problems in EDA. CoRR abs/1610.04272 (2016) - [i5]Kim Batselier, Zhongming Chen, Ngai Wong:
A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification. CoRR abs/1610.05434 (2016) - [i4]Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong:
Parallelized Tensor Train Learning of Polynomial Classifiers. CoRR abs/1612.06505 (2016) - 2015
- [j36]Quan Chen, Jun Li, Chiyung Yam, Yu Zhang, Ngai Wong, Guanhua Chen:
An approximate framework for quantum transport calculation with model order reduction. J. Comput. Phys. 286: 49-61 (2015) - [j35]Kim Batselier, Haotian Liu, Ngai Wong:
A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms. SIAM J. Matrix Anal. Appl. 36(3): 1315-1337 (2015) - [j34]Haotian Liu, Luca Daniel, Ngai Wong:
Model Reduction and Simulation of Nonlinear Circuits via Tensor Decomposition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(7): 1059-1069 (2015) - [j33]Hai-Bao Chen, Ying-Chi Li, Sheldon X.-D. Tan, Xin Huang, Hai Wang, Ngai Wong:
H-Matrix-Based Finite-Element-Based Thermal Analysis for 3D ICs. ACM Trans. Design Autom. Electr. Syst. 20(4): 47:1-47:25 (2015) - [c64]Kim Batselier, Quan Chen, Ngai Wong:
An adaptive dynamical low-rank tensor approximation scheme for fast circuit simulation. ASICON 2015: 1-4 - [c63]Haotian Liu, Xiaoyan Y. Z. Xiong, Kim Batselier, Lijun Jiang, Luca Daniel, Ngai Wong:
STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator. ICCAD 2015: 583-588 - [i3]Kim Batselier, Ngai Wong:
A constructive arbitrary-degree Kronecker product decomposition of tensors. CoRR abs/1507.08805 (2015) - 2014
- [j32]Xiang Wang, Zheng Zhang, Qing Wang, Ngai Wong:
Gramian-based model order reduction of parameterized time-delay systems. Int. J. Circuit Theory Appl. 42(7): 687-706 (2014) - [c62]Quan Chen, Wenhui Zhao, Ngai Wong:
Efficient matrix exponential method based on extended Krylov subspace for transient simulation of large-scale linear circuits. ASP-DAC 2014: 262-266 - [c61]Jian Deng, Kim Batselier, Yang Zhang, Ngai Wong:
An Efficient Two-level DC Operating Points Finder for Transistor Circuits. DAC 2014: 117:1-117:6 - [c60]Haotian Liu, Kim Batselier, Ngai Wong:
A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators. ICCAD 2014: 611-617 - [c59]Ying-Chi Li, Sheldon X.-D. Tan, Tan Yu, Xin Huang, Ngai Wong:
Direct finite-element-based solver for 3D-IC thermal analysis via H-matrix representation. ISQED 2014: 386-391 - [i2]Kim Batselier, Haotian Liu, Ngai Wong:
A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms. CoRR abs/1407.1593 (2014) - [i1]Kim Batselier, Ngai Wong:
Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm. CoRR abs/1409.4926 (2014) - 2013
- [j31]Qing Wang, Pengcheng Xu, Edmund Y. Lam, Ngai Wong:
Iterative solution to linear matrix inequality arising from time delay descriptor systems. Appl. Math. Comput. 219(9): 4176-4184 (2013) - [j30]Qing Wang, Yuanzhe Wang, Edmund Y. Lam, Ngai Wong:
Model Order Reduction for Neutral Systems by Moment Matching. Circuits Syst. Signal Process. 32(3): 1039-1063 (2013) - [j29]Colin Yu Lin, Ngai Wong, Hayden Kwok-Hay So:
Design space exploration for sparse matrix-matrix multiplication on FPGAs. Int. J. Circuit Theory Appl. 41(2): 205-219 (2013) - [j28]Quan Chen, Wim Schoenmaker, Guan-Hua Chen, Lijun Jiang, Ngai Wong:
A Numerically Efficient Formulation for Time-Domain Electromagnetic-Semiconductor Cosimulation for Fast-Transient Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(5): 802-806 (2013) - [j27]Haotian Liu, Ngai Wong:
Autonomous Volterra Algorithm for Steady-State Analysis of Nonlinear Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(6): 858-868 (2013) - [c58]Yang Zhang, Quan Chen, Ngai Wong:
Fast transistor-level circuit simulation and variational analysis via the ultra-compact virtual source model. ASICON 2013: 1-4 - [c57]Yang Zhang, Neric Fong, Ngai Wong:
Piecewise-polynomial associated transform macromodeling algorithm for fast nonlinear circuit simulation. ASP-DAC 2013: 515-520 - [c56]Jieming Ma, Ka Lok Man, T. O. Ting, Nan Zhang, Chi-Un Lei, Ngai Wong:
A hybrid MPPT method for Photovoltaic systems via estimation and revision method. ISCAS 2013: 241-244 - [c55]Jieming Ma, Ka Lok Man, T. O. Ting, Nan Zhang, Chi-Un Lei, Ngai Wong:
Low-cost global MPPT scheme for Photovoltaic systems under partially shaded conditions. ISCAS 2013: 245-248 - [c54]Chi-Un Lei, Ngai Wong, Ka Lok Man:
Integration of a wireless sensor network project for introductory circuits and systems teaching. ISCAS 2013: 2569-2572 - [c53]Wenhui Zhao, Grantham K. H. Pang, Ngai Wong:
Automatic adaptive multi-point moment matching for descriptor system model order reduction. VLSI-DAT 2013: 1-4 - 2012
- [j26]Yuanzhe Wang, Xiang Hu, Chung-Kuan Cheng, Grantham K. H. Pang, Ngai Wong:
A Realistic Early-Stage Power Grid Verification Algorithm Based on Hierarchical Constraints. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(1): 109-120 (2012) - [j25]Yuanzhe Wang, Xiang Hu, Chung-Kuan Cheng, Grantham K. H. Pang, Ngai Wong:
Corrigendum to "A Realistic Early-Stage Power Grid Verification Algorithm Based on Hierarchical Constraints". IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(3): 452 (2012) - [j24]Yuanzhe Wang, Zheng Zhang, Cheng-Kok Koh, Guoyong Shi, Grantham K. H. Pang, Ngai Wong:
Passivity Enforcement for Descriptor Systems Via Matrix Pencil Perturbation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(4): 532-545 (2012) - [c52]Tingting Wang, Haotian Liu, Yuanzhe Wang, Ngai Wong:
Weakly nonlinear circuit analysis based on fast multidimensional inverse Laplace transform. ASP-DAC 2012: 547-552 - [c51]Yang Zhang, Haotian Liu, Qing Wang, Neric Fong, Ngai Wong:
Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions. DAC 2012: 289-294 - [c50]Yuanzhe Xu, Wenjian Yu, Quan Chen, Lijun Jiang, Ngai Wong:
Efficient variation-aware EM-semiconductor coupled solver for the TSV structures in 3D IC. DATE 2012: 1409-1412 - [c49]Yuanzhe Wang, Haotian Liu, Grantham K. H. Pang, Ngai Wong:
An operational matrix-based algorithm for simulating linear and fractional differential circuits. DATE 2012: 1463-1466 - [c48]Colin Yu Lin, Ngai Wong, Hayden Kwok-Hay So:
Operation scheduling and architecture co-synthesis for energy-efficient dataflow computations on FPGAs (abstract only). FPGA 2012: 270 - [c47]Shih-Hung Weng, Quan Chen, Ngai Wong, Chung-Kuan Cheng:
Circuit simulation via matrix exponential method for stiffness handling and parallel processing. ICCAD 2012: 407-414 - [c46]Quan Chen, Wim Schoenmaker, Shih-Hung Weng, Chung-Kuan Cheng, Guan-Hua Chen, Lijun Jiang, Ngai Wong:
A fast time-domain EM-TCAD coupled simulation framework via matrix exponential. ICCAD 2012: 422-428 - [c45]Y. Zhang, N. H. W. Fong, David C. W. Ng, Ngai Wong:
Co-simulation of RFIC with bondwire antenna via retarded PEEC method. ISCAS 2012: 229-232 - [c44]Ying-Chi Li, Quan Chen, Shih-Hung Weng, Chung-Kuan Cheng, Ngai Wong:
Globally stable, highly parallelizable fast transient circuit simulation via faber series. NEWCAS 2012: 177-180 - 2011
- [j23]Chiu-Wah Ng, Ngai Wong, Hayden Kwok-Hay So, Tung-Sang Ng:
On IIR-based bit-stream multipliers. Int. J. Circuit Theory Appl. 39(2): 149-158 (2011) - [j22]Yijiang Shen, Ngai Wong, Edmund Y. Lam, Cheng-Kok Koh:
Finite difference schemes for heat conduction analysis in integrated circuit design and manufacturing. Int. J. Circuit Theory Appl. 39(9): 905-921 (2011) - [j21]Quan Chen, Wim Schoenmaker, Peter Meuris, Ngai Wong:
An Effective Formulation of Coupled Electromagnetic-TCAD Simulation for Extremely High Frequency Onward. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30(6): 866-876 (2011) - [j20]David C. W. Ng, David K. K. Kwong, Ngai Wong:
A Sub-1 V, 26 muW, Low-Output-Impedance CMOS Bandgap Reference With a Low Dropout or Source Follower Mode. IEEE Trans. Very Large Scale Integr. Syst. 19(7): 1305-1309 (2011) - [c43]Zheng Zhang, Qing Wang, Ngai Wong, Luca Daniel:
A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts. ASP-DAC 2011: 49-54 - [c42]Xiang Wang, Qing Wang, Zheng Zhang, Quan Chen, Ngai Wong:
Balanced truncation for time-delay systems via approximate Gramians. ASP-DAC 2011: 55-60 - [c41]Zheng Zhang, Xiang Hu, Chung-Kuan Cheng, Ngai Wong:
A block-diagonal structured model reduction scheme for power grid networks. DATE 2011: 44-49 - [c40]Yuanzhe Xu, Quan Chen, Lijun Jiang, Ngai Wong:
Process-variation-aware electromagnetic-semiconductor coupled simulation. ISCAS 2011: 2853-2856 - [c39]Chung-Kuan Cheng, Peng Du, Andrew B. Kahng, Grantham K. H. Pang, Yuanzhe Wang, Ngai Wong:
More realistic power grid verification based on hierarchical current and power constraints. ISPD 2011: 159-166 - [c38]Haotian Liu, Fengrui Shi, Yuanzhe Wang, Ngai Wong:
Frequency-domain transient analysis of multitime partial differential equation systems. VLSI-SoC 2011: 160-163 - 2010
- [j19]Siu-Hong Lui, Hing-Kit Kwan, Ngai Wong:
Analog circuit design by nonconvex polynomial optimization: Two design examples. Int. J. Circuit Theory Appl. 38(1): 25-43 (2010) - [j18]Zheng Zhang, Ngai Wong:
An Efficient Projector-Based Passivity Test for Descriptor Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(8): 1203-1214 (2010) - [j17]Zheng Zhang, Ngai Wong:
Passivity Test of Immittance Descriptor Systems Based on Generalized Hamiltonian Methods. IEEE Trans. Circuits Syst. II Express Briefs 57-II(1): 61-65 (2010) - [c37]Chi-Un Lei, Ngai Wong:
VISA: versatile impulse structure approximation for time-domain linear macromodeling. ASP-DAC 2010: 37-42 - [c36]Zheng Zhang, Ngai Wong:
An extension of the generalized Hamiltonian method to S-parameter descriptor systems. ASP-DAC 2010: 43-47 - [c35]Yuanzhe Wang, Chi-Un Lei, Grantham K. H. Pang, Ngai Wong:
MFTI: matrix-format tangential interpolation for modeling multi-port systems. DAC 2010: 683-686 - [c34]Colin Yu Lin, Zheng Zhang, Ngai Wong, Hayden Kwok-Hay So:
Design space exploration for sparse matrix-matrix multiplication on FPGAs. FPT 2010: 369-372 - [c33]Yuanzhe Wang, Zheng Zhang, Cheng-Kok Koh, Grantham K. H. Pang, Ngai Wong:
PEDS: Passivity enforcement for descriptor systems via Hamiltonian-symplectic matrix pencil perturbation. ICCAD 2010: 800-807
2000 – 2009
- 2009
- [j16]Yuen-Hong Alvin Ho, Hing-Kit Kwan, Ngai Wong, Ka-Leung Ho:
Designing globally optimal delta-sigma modulator topologies via signomial programming. Int. J. Circuit Theory Appl. 37(3): 453-472 (2009) - [j15]Quan Chen, Ngai Wong:
Efficient numerical modeling of random rough surface effects in interconnect resistance extraction. Int. J. Circuit Theory Appl. 37(6): 751-763 (2009) - [j14]David C. W. Ng, David K. K. Kwong, Ngai Wong:
A 30µW CMOS bandgap reference featuring a 1.5-6 mA output driving current and a Miller-effect startup circuit. Microelectron. J. 40(11): 1514-1522 (2009) - [j13]Chi-Un Lei, Ngai Wong:
IIR Approximation of FIR Filters Via Discrete-Time Hybrid-Domain Vector Fitting. IEEE Signal Process. Lett. 16(6): 533-537 (2009) - [j12]Quan Chen, Hoi Wai Choi, Ngai Wong:
Robust Simulation Methodology for Surface-Roughness Loss in Interconnect and Package Modelings. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(11): 1654-1665 (2009) - [c32]Quan Chen, Ngai Wong:
New simulation methodology of 3D surface roughness loss for interconnects modeling. DATE 2009: 1184-1189 - [c31]Colin Yu Lin, Ngai Wong, Hayden Kwok-Hay So:
Operation scheduling for FPGA-based reconfigurable computers. FPL 2009: 481-484 - [c30]Zheng Zhang, Chi-Un Lei, Ngai Wong:
GHM: A generalized Hamiltonian method for passivity test of impedance/admittance descriptor systems. ICCAD 2009: 767-773 - [c29]Chi-Un Lei, Ngai Wong:
Digital IIR filter design for communication systems by discrete-time vector fitting. DPS 2009: 1-5 - 2008
- [j11]Yuen-Hong Alvin Ho, Chi-Un Lei, Hing-Kit Kwan, Ngai Wong:
Optimal Common Sub-Expression Elimination Algorithm of Multiple Constant Multiplications with a Logic Depth Constraint. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 91-A(12): 3568-3575 (2008) - [j10]Ngai Wong:
Efficient Positive-Real Balanced Truncation of Symmetric Systems Via Cross-Riccati Equations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(3): 470-480 (2008) - [j9]Yijiang Shen, Edmund Y. Lam, Ngai Wong:
A Signomial Programming Approach for Binary Image Restoration by Penalized Least Squares. IEEE Trans. Circuits Syst. II Express Briefs 55-II(1): 41-45 (2008) - [j8]Ngai Wong, Chung-Kwan Chu:
A Fast Passivity Test for Stable Descriptor Systems via Skew-Hamiltonian/Hamiltonian Matrix Pencil Transformations. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(2): 635-643 (2008) - [j7]Ngai Wong, Chi-Un Lei:
IIR Approximation of FIR Filters Via Discrete-Time Vector Fitting. IEEE Trans. Signal Process. 56(3): 1296-1302 (2008) - [c28]Yijiang Shen, Ngai Wong, Edmund Y. Lam:
Interconnect thermal simulation with higher order spatial accuracy. APCCAS 2008: 566-569 - [c27]Hing-Kit Kwan, Chung-Man Cheung, Chi-Un Lei, Ngai Wong, Ka-Leung Ho:
Synthesis of optimal OTA-C filter structures with arbitrary transmission zeros via MINLP. APCCAS 2008: 944-947 - [c26]Guangyao Zhao, Hing-Kit Kwan, Chi-Un Lei, Ngai Wong:
Processor frequency assignment in three-dimensional MPSoCs under thermal constraints by polynomial programming. APCCAS 2008: 1668-1671 - [c25]Yansong Liu, Ngai Wong:
Fast sweeping methods for checking passivity of descriptor systems. APCCAS 2008: 1794-1797 - [c24]Yuen-Hong Alvin Ho, Chi-Un Lei, Hing-Kit Kwan, Ngai Wong:
Global optimization of common subexpressions for multiplierless synthesis of multiple constant multiplications. ASP-DAC 2008: 119-124 - [c23]Quan Chen, Ngai Wong:
Efficient numerical modeling of random rough surface effects for interconnect internal impedance extraction. ASP-DAC 2008: 152-157 - [c22]Chiu-Wah Ng, Ngai Wong, Hayden Kwok-Hay So, Tung-Sang Ng:
Direct sigma-delta modulated signal processing in FPGA. FPL 2008: 475-478 - [c21]Chiu-Wah Ng, Ngai Wong, Hayden Kwok-Hay So, Tung-Sang Ng:
Quad-level bit-stream signal processing on FPGAs. FPT 2008: 309-312 - [c20]Hing-Kit Kwan, Siu-Hong Lui, Chi-Un Lei, Yansong Liu, Ngai Wong, Ka-Leung Ho:
Design of hybrid continuous-time discrete-time delta-sigma modulators. ISCAS 2008: 1224-1227 - [c19]Chi-Un Lei, Hing-Kit Kwan, Yansong Liu, Ngai Wong:
Efficient linear macromodeling via least-squares response approximation. ISCAS 2008: 2993-2996 - [c18]Chi-Un Lei, Ngai Wong:
Efficient Linear Macromodeling via Discrete-Time Time-Domain Vector Fitting. VLSI Design 2008: 469-474 - 2007
- [j6]Yuen-Hong Alvin Ho, Chi-Un Lei, Ngai Wong:
A Common Subexpression Sharing Approach for Multiplierless Synthesis of Multiple Constant Multiplications. Eng. Lett. 15(1): 149-156 (2007) - [j5]Ngai Wong, Venkataramanan Balakrishnan:
Fast Positive-Real Balanced Truncation Via Quadratic Alternating Direction Implicit Iteration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(9): 1725-1731 (2007) - [j4]Chiu-Wah Ng, Ngai Wong, Tung-Sang Ng:
Bit-Stream Adders and Multipliers for Tri-Level Sigma-Delta Modulators. IEEE Trans. Circuits Syst. II Express Briefs 54-II(12): 1082-1086 (2007) - [c17]Ngai Wong:
Fast positive-real balanced truncation of symmetric systems using cross Riccati equations. DATE 2007: 1496-1501 - [c16]Yuen-Hong Alvin Ho, Chi-Un Lei, Ngai Wong:
A Common Subexpression Sharing Approach for Multiplierless Synthesis of Multiple Constant Multiplications. IMECS 2007: 1636-1639 - [c15]Chung-Man Cheung, Chi-Un Lei, Ngai Wong:
Novel 2D Linear-Phase IIR Filter Design and Application in Noise Removal. IMECS 2007: 1793-1796 - [c14]Ngai Wong, Chi-Un Lei:
FIR Filter Approximation by IIR Filters Based on Discrete-Time Vector Fitting. ISCAS 2007: 2343-2346 - 2006
- [j3]Ngai Wong, Venkataramanan Balakrishnan, Cheng-Kok Koh, Tung-Sang Ng:
Two Algorithms for Fast and Accurate Passivity-Preserving Model Order Reduction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25(10): 2062-2075 (2006) - [c13]Ngai Wong, Venkataramanan Balakrishnan:
Multi-shift quadratic alternating direction implicit iteration for high-speed positive-real balanced truncation. DAC 2006: 257-260 - [c12]Shaodan Ma, Ngai Wong, Tung-Sang Ng:
Signal Detection for MIMO-OFDM Systems with Time Offsets. GLOBECOM 2006 - [c11]Yijiang Shen, Edmund Y. Lam, Ngai Wong:
Binary Image Deconvolution with Positive Semidefinite Programming. IMECS 2006: 537-542 - [c10]Shaodan Ma, Ngai Wong, Tung-Sang Ng:
Time domain equalization for OFDM systems. ISCAS 2006 - 2005
- [c9]Ngai Wong, Venkataramanan Balakrishnan:
Fast balanced stochastic truncation via a quadratic extension of the alternating direction implicit iteration. ICCAD 2005: 801-805 - 2004
- [j2]Ngai Wong, Tung-Sang Ng:
Fast detection of instability in sigma-delta modulators based on unstable embedded limit cycles. IEEE Trans. Circuits Syst. II Express Briefs 51-II(8): 442-449 (2004) - [c8]Ngai Wong, Venkataramanan Balakrishnan, Cheng-Kok Koh:
Passivity-preserving model reduction via a computationally efficient project-and-balance scheme. DAC 2004: 369-374 - [c7]Ngai Wong, Venkataramanan Balakrishnan, Cheng-Kok Koh, Tung-Sang Ng:
A fast Newton/Smith algorithm for solving algebraic Riccati equations and its application in model order reduction. ICASSP (5) 2004: 53-56 - 2003
- [j1]Ngai Wong, Tung-Sang Ng:
DC stability analysis of high-order, lowpass ΣΔ modulators with distinct unit circle NTF zeros. IEEE Trans. Circuits Syst. II Express Briefs 50(1): 12-30 (2003) - [c6]Ngai Wong, Venkataramanan Balakrishnan, Tung-Sang Ng:
A Second-Order Cone Bounding Algorithm for Robust Minimum Variance Beamforming. European Summer School on Multi-AgentControl 2003: 223-247 - [c5]Ngai Wong, Tung-Sang Ng, Venkataramanan Balakrishnan:
A geometrical approach to robust minimum variance beamforming. ICASSP (5) 2003: 329-332 - 2002
- [c4]Ngai Wong, Tung-Sang Ng:
Limit cycles in embedded high-order, lowpass sigma-delta modulators with distinct NTF zeros. DSP 2002: 1043-1047 - [c3]Ngai Wong, Tung-Sang Ng:
State-trajectory behavior in high-order, lowpass sigma-delta modulators with distinct NTF zeros. DSP 2002: 1053-1056 - 2001
- [c2]Ngai Wong, Tung-Sang Ng:
An efficient algorithm for downconverting multiple bandpass signals using bandpass sampling. ICC 2001: 910-914 - [c1]Ngai Wong, Tung-Sang Ng:
Improved roundoff noise performance in a direct-form IIR filter using a modified delta operator. ISCAS (2) 2001: 773-776
Coauthor Index
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