default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDLinqi Song
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j40]Guangfeng Yan
, Tan Li, Kui Wu, Linqi Song:
Killing two birds with one stone: Quantization achieves privacy in distributed learning. Digit. Signal Process. 146: 104353 (2024)- [j39]Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu:
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration. IEEE J. Sel. Top. Signal Process. 18(3): 487-501 (2024) - [j38]Sichun Luo, Yuxuan Yao, Haohan Zhao, Linqi Song:
A Language Model-Based Fine-Grained Address Resolution Framework in UAV Delivery System. IEEE J. Sel. Top. Signal Process. 18(3): 529-539 (2024) - [j37]Han Wu, Kun Xu, Linqi Song:
Structure-Aware Dialogue Modeling Methods for Conversational Semantic Role Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 32: 742-752 (2024) - [j36]Letian Zhang, Zhuo Lu, Linqi Song, Jie Xu:
CrossVision: Real-Time On-Camera Video Analysis via Common RoI Load Balancing. IEEE Trans. Mob. Comput. 23(5): 5027-5039 (2024) - [j35]Baoliang Chen, Lingyu Zhu, Hanwei Zhu, Wenhan Yang, Linqi Song, Shiqi Wang:
Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement. IEEE Trans. Multim. 26: 3430-3443 (2024) - [c80]Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao:
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation. ACL (1) 2024: 6486-6517 - [c79]Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song:
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. ACL (1) 2024: 6806-6827 - [c78]Shuqi Liu, Bowei He, Linqi Song:
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining. ACL (Findings) 2024: 8578-8598 - [c77]Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei:
Understanding and Patching Compositional Reasoning in LLMs. ACL (Findings) 2024: 9668-9688 - [c76]Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song:
CLOMO: Counterfactual Logical Modification with Large Language Models. ACL (1) 2024: 11012-11034 - [c75]Xilei Wu, Pei-Qiu Huang, Linqi Song, Hai-Lin Liu, Qingfu Zhang:
Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System. CEC 2024: 1-8 - [c74]Xiaoming Xue, Liang Feng, Cuie Yang, Songbai Liu, Linqi Song, Kay Chen Tan:
Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results. CEC 2024: 1-8 - [c73]Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Surr:
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-Wise Pruning Error Metric. CVPR 2024: 27360-27370 - [c72]Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song:
Large Language Models Augmented Rating Prediction in Recommender System. ICASSP 2024: 7960-7964 - [c71]Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang:
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data. ICLR 2024 - [c70]Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li:
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. ICLR 2024 - [c69]Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li:
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. ICLR 2024 - [c68]Yao Hu, Rui Liu, Jiaqi Zhang, Zhi-An Huang, Linqi Song, Kay Chen Tan:
Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis. IJCNN 2024: 1-8 - [c67]Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou:
Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity. ISIT 2024: 482-487 - [c66]Zhengyi Jiang, Bin Yu, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou:
Tight Lower Bound on Cross-Rack Update Bandwidth and Explicit Constructions. ISIT 2024: 1041-1046 - [c65]Panyu Zhu, Jingjie Lv, Yunghsiang S. Han, Linqi Song, Hanxu Hou:
New EVENODD+ Codes with More Flexible Parameters and Lower Complexity. ISIT 2024: 1233-1238 - [c64]Yupeng Zhang, Shuqi Zheng, Ruize Han, Yuzhong Feng, Junhui Hou, Linqi Song, Wei Feng, Liang Wan:
Rethinking the One-shot Object Detection: Cross-Domain Object Search. ACM Multimedia 2024: 9573-9581 - [c63]Le Wang, Rina Su, Qifu Tyler Sun, Shaoteng Liu, Zhongshan Zhang, Linqi Song:
Lightweight Instantly Decodable Network Coding in Wireless Broadcast. VTC Spring 2024: 1-7 - [c62]Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song:
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. WWW (Companion Volume) 2024: 1099-1102 - [i74]Lintai Wu, Junhui Hou, Linqi Song, Yong Xu:
3D Shape Completion on Unseen Categories: A Weakly-supervised Approach. CoRR abs/2401.10578 (2024) - [i73]Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song:
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation. CoRR abs/2401.13870 (2024) - [i72]Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song:
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. CoRR abs/2401.15042 (2024) - [i71]Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song:
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients. CoRR abs/2402.01154 (2024) - [i70]Guangfeng Yan, Tan Li, Yuanzhang Xiao, Congduan Li, Linqi Song:
Truncated Non-Uniform Quantization for Distributed SGD. CoRR abs/2402.01160 (2024) - [i69]Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Linqi Song:
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning. CoRR abs/2402.01798 (2024) - [i68]Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang:
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data. CoRR abs/2402.08957 (2024) - [i67]Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei:
Understanding and Patching Compositional Reasoning in LLMs. CoRR abs/2402.14328 (2024) - [i66]Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song:
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. CoRR abs/2403.06097 (2024) - [i65]Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun:
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric. CoRR abs/2403.07839 (2024) - [i64]Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song:
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner. CoRR abs/2403.19094 (2024) - [i63]Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao:
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation. CoRR abs/2404.04232 (2024) - [i62]Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou:
Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity. CoRR abs/2405.01043 (2024) - [i61]Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song:
Privacy in LLM-based Recommendation: Recent Advances and Future Directions. CoRR abs/2406.01363 (2024) - [i60]Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei:
Rotation and Permutation for Advanced Outlier Management and Efficient Quantization of LLMs. CoRR abs/2406.01721 (2024) - [i59]Shuqi Liu, Bowei He, Linqi Song:
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining. CoRR abs/2406.06586 (2024) - [i58]Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei:
Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning via Instruction Vector. CoRR abs/2406.12227 (2024) - [i57]Xiaohan Lin, Qingxing Cao, Yinya Huang, Haiming Wang, Jianqiao Lu, Zhengying Liu, Linqi Song, Xiaodan Liang:
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving. CoRR abs/2406.14408 (2024) - [i56]Zhicheng Yang, Yinya Huang, Wei Shi, Liang Feng, Linqi Song, Yiwei Wang, Xiaodan Liang, Jing Tang:
Benchmarking LLMs for Optimization Modeling and Enhancing Reasoning via Reverse Socratic Synthesis. CoRR abs/2407.09887 (2024) - [i55]Zekun Qian, Ruize Han, Wei Feng, Junhui Hou, Linqi Song, Song Wang:
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking. CoRR abs/2407.14047 (2024) - [i54]Zhengyi Jiang, Hao Shi, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou:
Error Correction Decoding Algorithms of RS Codes Based on An Earlier Termination Algorithm to Find The Error Locator Polynomial. CoRR abs/2407.19484 (2024) - [i53]Xiaoming Xue, Yao Hu, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan:
Surrogate-Assisted Search with Competitive Knowledge Transfer for Expensive Optimization. CoRR abs/2408.07176 (2024) - 2023
- [j34]Keqi Song, Tao Ni, Linqi Song, Weitao Xu:
Emma: An accurate, efficient, and multi-modality strategy for autonomous vehicle angle prediction. Intell. Converged Networks 4(1): 41-49 (2023) - [j33]Han Sun, Wei Shao, Tao Li, Jiayu Zhao, Weitao Xu, Linqi Song:
A pruning-then-quantization model compression framework for facial emotion recognition. Intell. Converged Networks 4(3): 225-236 (2023) - [j32]Mengwei Yang, Shuqi Liu, Jie Xu, Guozhen Tan, Congduan Li, Linqi Song:
Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost. J. Frankl. Inst. 360(9): 6194-6210 (2023) - [j31]Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding:
Towards efficient communications in federated learning: A contemporary survey. J. Frankl. Inst. 360(12): 8669-8703 (2023) - [j30]Shao-Lun Huang, Emilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang:
Special issue on non-deterministic machine learning. J. Frankl. Inst. 360(17): 12875-12877 (2023) - [j29]Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan, Yunling Song:
HEPM: High-efficiency pattern mining. Knowl. Based Syst. 281: 111068 (2023) - [j28]Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Xiaoyan Sun, Linqi Song, Kay Chen Tan:
Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13778-13795 (2023) - [j27]Zhi-An Huang, Yao Hu, Rui Liu, Xiaoming Xue, Zexuan Zhu, Linqi Song, Kay Chen Tan:
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans. IEEE Trans. Biomed. Eng. 70(4): 1137-1149 (2023) - [j26]Tan Li, Linqi Song:
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks. IEEE Trans. Cogn. Commun. Netw. 9(4): 1080-1095 (2023) - [j25]Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan:
Communication Efficient Federated Learning With Heterogeneous Structured Client Models. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 753-767 (2023) - [c61]Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song:
VCSUM: A Versatile Chinese Meeting Summarization Dataset. ACL (Findings) 2023: 6065-6079 - [c60]Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song:
Improving Long-Tail Item Recommendation with Graph Augmentation. CIKM 2023: 1707-1716 - [c59]Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song:
Fine-grained Conversational Decoding via Isotropic and Proximal Search. EMNLP 2023: 58-70 - [c58]Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song:
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts. EMNLP 2023: 13128-13141 - [c57]Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu:
Adaptive Top- K in SGD for Communication-Efficient Distributed Learning. GLOBECOM 2023: 5280-5285 - [c56]Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song:
Learning Locality and Isotropy in Dialogue Modeling. ICLR 2023 - [c55]Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song:
A Framework of Large-Scale Peer-to-Peer Learning System. ICONIP (2) 2023: 27-41 - [c54]Xi Zhang, Dan Song, Linqi Song, Congduan Li:
Semantic Communication Based on Entity Information Enhancement. SPAWC 2023: 6-10 - [c53]Bin Yu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou:
Product-Matrix Construction of Minimum Storage Rack-aware Regenerating Codes. WCSP 2023: 287-292 - [c52]Pingping Li, Leilei Yu, Linqi Song, Hanxu Hou:
A Fast Algorithm for Finding the Roots of Polynomials over Finite Fields. WCSP 2023: 299-304 - [c51]Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song:
Matrix Completion via Coded Distributed Alternating Least Squares. WCSP 2023: 336-341 - [i52]Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan:
A Scalable Test Problem Generator for Sequential Transfer Optimization. CoRR abs/2304.08503 (2023) - [i51]Guangfeng Yan, Tan Li, Kui Wu, Linqi Song:
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning. CoRR abs/2304.13545 (2023) - [i50]Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song:
VCSUM: A Versatile Chinese Meeting Summarization Dataset. CoRR abs/2305.05280 (2023) - [i49]Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song:
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training. CoRR abs/2305.06622 (2023) - [i48]Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song:
Self-Supervised Sentence Compression for Meeting Summarization. CoRR abs/2305.07988 (2023) - [i47]Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li:
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. CoRR abs/2308.07921 (2023) - [i46]Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li:
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. CoRR abs/2310.03731 (2023) - [i45]Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song:
Fine-grained Conversational Decoding via Isotropic and Proximal Search. CoRR abs/2310.08130 (2023) - [i44]Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song:
CLOMO: Counterfactual Logical Modification with Large Language Models. CoRR abs/2311.17438 (2023) - [i43]Guangfeng Yan, Tan Li, Tian Lan, Kui Wu, Linqi Song:
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning. CoRR abs/2312.07060 (2023) - [i42]Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song:
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation. CoRR abs/2312.16018 (2023) - 2022
- [j24]Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Zetian Zheng, Ka-Chun Wong:
EGFI: drug-drug interaction extraction and generation with fusion of enriched entity and sentence information. Briefings Bioinform. 23(1) (2022) - [j23]Shuqi Liu, Wei Shao, Tan Li, Weitao Xu, Linqi Song:
Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey. Digit. Signal Process. 125: 103120 (2022) - [j22]Wenbo Ding, Amir Hossein Alavi, Francesco Fioranelli, Gang Li, Xiaoyue Ni, Linqi Song:
Sensing, processing, computing and networking for the era of wearables. Digit. Signal Process. 125: 103569 (2022) - [j21]Tan Li, Linqi Song:
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits. IEEE J. Sel. Areas Commun. 40(3): 773-787 (2022) - [j20]Guangfeng Yan, Tan Li, Shao-Lun Huang, Tian Lan, Linqi Song:
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning. IEEE J. Sel. Areas Commun. 40(9): 2678-2693 (2022) - [j19]Xiaoming Xue, Cuie Yang, Yao Hu, Kai Zhang, Yiu-Ming Cheung, Linqi Song, Kay Chen Tan:
Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems. IEEE Trans. Evol. Comput. 26(6): 1424-1438 (2022) - [j18]Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding:
Communication-Efficient Federated Learning with Adaptive Quantization. ACM Trans. Intell. Syst. Technol. 13(4): 67:1-67:26 (2022) - [c50]Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song:
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings. ACL (Findings) 2022: 246-256 - [c49]Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song:
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CIKM 2022: 1389-1398 - [c48]Sichun Luo, Yuanzhang Xiao, Linqi Song:
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CIKM 2022: 4289-4293 - [c47]Zengyan Liu, Linqi Song, Christina Fragouli:
Federated Multi-Armed Bandits With Vector Rewards for Aspect-Based Recommendations. GLOBECOM 2022: 1079-1084 - [c46]Huanqi Yang, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya, Linqi Song, Weitao Xu:
Vehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications. ICDCS 2022: 787-797 - [c45]Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan:
Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering. ICDCS 2022: 1223-1235 - [c44]Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Linqi Song, Kay Chen Tan:
A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans. IJCNN 2022: 1-8 - [c43]Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song:
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models. IJCNN 2022: 1-9 - [c42]Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song:
Zero-shot Cross-lingual Conversational Semantic Role Labeling. NAACL-HLT (Findings) 2022: 269-281 - [c41]Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma:
Hiding Images in Deep Probabilistic Models. NeurIPS 2022 - [c40]Shuqi Liu, SiuYing Man, Linqi Song:
An NLP-Empowered Virtual Course Assistant for Online Teaching and Learning. TALE 2022: 373-380 - [c39]Yujia Wang, Shuqi Liu, Linqi Song:
Designing an Educational Chatbot with Joint Intent Classification and Slot Filling. TALE 2022: 381-388 - [c38]Tan Li, Linqi Song:
Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty. WCNC 2022: 1904-1909 - [i41]Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song:
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings. CoRR abs/2203.05877 (2022) - [i40]Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song:
Zero-shot Cross-lingual Conversational Semantic Role Labeling. CoRR abs/2204.04914 (2022) - [i39]Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song:
Learning Locality and Isotropy in Dialogue Modeling. CoRR abs/2205.14583 (2022) - [i38]Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song:
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models. CoRR abs/2206.07960 (2022) - [i37]Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding:
Towards Efficient Communications in Federated Learning: A Contemporary Survey. CoRR abs/2208.01200 (2022) - [i36]Sichun Luo, Yuanzhang Xiao, Linqi Song:
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CoRR abs/2208.09375 (2022) - [i35]Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song:
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CoRR abs/2208.09586 (2022) - [i34]Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song:
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation. CoRR abs/2208.10692 (2022) - [i33]Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma:
Hiding Images in Deep Probabilistic Models. CoRR abs/2210.02257 (2022) - [i32]Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu:
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning. CoRR abs/2210.13532 (2022) - 2021
- [j17]Mianlong Chen, Kui Wu, Linqi Song:
A Whittle Index Approach to Minimizing Age of Multi-Packet Information in IoT Network. IEEE Access 9: 31467-31480 (2021) - [j16]Wei Shao, Bolin Hua, Linqi Song:
A Pattern and POS Auto-Learning Method for Terminology Extraction from Scientific Text. Data Inf. Manag. 5(3): 329-335 (2021) - [j15]Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu:
Conversational Semantic Role Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2465-2475 (2021) - [j14]Tan Li, Yuanzhang Xiao, Linqi Song:
Integrating Future Smart Home Operation Platform With Demand Side Management via Deep Reinforcement Learning. IEEE Trans. Green Commun. Netw. 5(2): 921-933 (2021) - [j13]Deepesh Data, Linqi Song, Suhas N. Diggavi:
Data Encoding for Byzantine-Resilient Distributed Optimization. IEEE Trans. Inf. Theory 67(2): 1117-1140 (2021) - [c37]Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song:
Domain-Adaptive Pretraining Methods for Dialogue Understanding. ACL/IJCNLP (2) 2021: 665-669 - [c36]Han Wu, Kun Xu, Linqi Song:
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling. EMNLP (1) 2021: 2312-2317 - [c35]Rasmus Vestergaard, Osama A. Hanna, Linqi Song, Daniel E. Lucani, Christina Fragouli:
On Coded Broadcasting for Wireless Recommendation Systems. ICC 2021: 1-6 - [c34]Tong Xu, Angela Lu, Abhay Mishra, Linqi Song, Zengyan Liu:
Racial Bias During "Black Lives Matter": How Social Movement Reshapes Airbnb Host Performance. ICIS 2021 - [c33]Boyu He, Han Wu, Congduan Li, Linqi Song, Weigang Chen:
K-CSRL: Knowledge Enhanced Conversational Semantic Role Labeling. ICMLC 2021: 530-535 - [c32]Xinlin Li, Shuqi Liu, Xinyi Zhang, Linqi Song:
Predicting Downside in Stock Market Using Knowledge and News Data. ICPADS 2021: 34-41 - [c31]Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan:
Live Gradient Compensation for Evading Stragglers in Distributed Learning. INFOCOM 2021: 1-10 - [c30]Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song:
Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations. ISIT 2021: 1058-1063 - [c29]Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song:
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning. MASS 2021: 136-144 - [i31]Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Ka-Chun Wong:
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information. CoRR abs/2101.09914 (2021) - [i30]Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu:
Conversational Semantic Role Labeling. CoRR abs/2104.04947 (2021) - [i29]Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding:
Communication Efficient Federated Learning with Adaptive Quantization. CoRR abs/2104.06023 (2021) - [i28]Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song:
Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations. CoRR abs/2105.03631 (2021) - [i27]Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song:
Domain-Adaptive Pretraining Methods for Dialogue Understanding. CoRR abs/2105.13665 (2021) - [i26]Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song:
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning. CoRR abs/2107.14575 (2021) - [i25]Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan:
SignGuard: Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering. CoRR abs/2109.05872 (2021) - [i24]Han Wu, Kun Xu, Linqi Song:
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling. CoRR abs/2109.11541 (2021) - [i23]Tan Li, Linqi Song:
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits. CoRR abs/2111.01570 (2021) - 2020
- [j12]Tan Li, Congduan Li, Jingjing Luo, Linqi Song:
Wireless recommendations for Internet of vehicles: Recent advances, challenges, and opportunities. Intell. Converged Networks 1(1): 1-17 (2020) - [j11]Haoyue Tang, Jintao Wang, Linqi Song, Jian Song:
Minimizing Age of Information With Power Constraints: Multi-User Opportunistic Scheduling in Multi-State Time-Varying Channels. IEEE J. Sel. Areas Commun. 38(5): 854-868 (2020) - [j10]Linqi Song, Christina Fragouli, Tianchu Zhao:
A Pliable Index Coding Approach to Data Shuffling. IEEE Trans. Inf. Theory 66(3): 1333-1353 (2020) - [j9]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Privacy in Index Coding: $k$ -Limited-Access Schemes. IEEE Trans. Inf. Theory 66(5): 2625-2641 (2020) - [j8]Lixing Chen, Linqi Song, Jacob Chakareski, Jie Xu:
Collaborative Content Placement Among Wireless Edge Caching Stations With Time-to-Live Cache. IEEE Trans. Multim. 22(2): 432-444 (2020) - [j7]Yang Bai, Lixing Chen, Linqi Song, Jie Xu:
Risk-Aware Edge Computation Offloading Using Bayesian Stackelberg Game. IEEE Trans. Netw. Serv. Manag. 17(2): 1000-1012 (2020) - [c28]Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu:
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. EMNLP (1) 2020: 6632-6639 - [c27]Congduan Li, Jingliang He, Shiqiu Liu, Dongliang Guo, Linqi Song:
On Secrecy Key of a class of Secure Asymmetric Multilevel Diversity Coding System. ISIT 2020: 879-883 - [c26]Tan Li, Linqi Song, Christina Fragouli:
Federated Recommendation System via Differential Privacy. ISIT 2020: 2592-2597 - [c25]Weijing Chen, Weigang Chen, Linqi Song:
Enhancing Deep Multimedia Recommendations Using Graph Embeddings. MIPR 2020: 161-166 - [c24]Jingliang He, Congduan Li, Linqi Song:
Coded Caching with Heterogeneous User Groups. WCNC Workshops 2020: 1-6 - [i22]Tan Li, Linqi Song, Christina Fragouli:
Federated Recommendation System via Differential Privacy. CoRR abs/2005.06670 (2020) - [i21]Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu:
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. CoRR abs/2010.01417 (2020)
2010 – 2019
- 2019
- [c23]Haoyue Tang, Jintao Wang, Linqi Song, Jian Song:
Scheduling to Minimize Age of Information in Multi-State Time-Varying Networks with Power Constraints. Allerton 2019: 1198-1205 - [c22]Yang Bai, Lixing Chen, Linqi Song, Jie Xu:
Bayesian Stackelberg Game for Risk-aware Edge Computation Offloading. MTD@CCS 2019: 25-35 - [c21]Chengshuai Shi, Lixing Chen, Cong Shen, Linqi Song, Jie Xu:
Privacy-Aware Edge Computing Based on Adaptive DNN Partitioning. GLOBECOM 2019: 1-6 - [c20]Letian Zhang, Linqi Song, Jie Xu:
Preventing Malware Propagation in D2D Offloading Networks with Strategic Mobile Users. GLOBECOM 2019: 1-6 - [c19]Linqi Song, Christina Fragouli, Devavrat Shah:
Interactions Between Learning and Broadcasting in Wireless Recommendation Systems. ISIT 2019: 2549-2553 - [c18]Deepesh Data, Linqi Song, Suhas N. Diggavi:
Data Encoding Methods for Byzantine-Resilient Distributed Optimization. ISIT 2019: 2719-2723 - [c17]Tan Li, Yuanzhang Xiao, Linqi Song:
Deep Reinforcement Learning Based Residential Demand Side Management With Edge Computing. SmartGridComm 2019: 1-6 - [i20]Erkao Bao, Linqi Song:
Equivariant neural networks and equivarification. CoRR abs/1906.07172 (2019) - [i19]Deepesh Data, Linqi Song, Suhas N. Diggavi:
Data Encoding for Byzantine-Resilient Distributed Optimization. CoRR abs/1907.02664 (2019) - [i18]Mengwei Yang, Linqi Song, Jie Xu, Congduan Li, Guozhen Tan:
The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost. CoRR abs/1907.07157 (2019) - [i17]Haoyue Tang, Jintao Wang, Linqi Song, Jian Song:
Scheduling to Minimize Age of Information in Multi-State Time-Varying Networks with Power Constraints. CoRR abs/1908.01334 (2019) - [i16]Haoyue Tang, Jintao Wang, Linqi Song, Jian Song:
Minimizing Age of Information with Power Constraints: Opportunistic Scheduling in Multi-State Time-Varying Networks. CoRR abs/1912.05947 (2019) - 2018
- [j6]Linqi Song, Christina Fragouli:
A Polynomial-Time Algorithm for Pliable Index Coding. IEEE Trans. Inf. Theory 64(2): 979-999 (2018) - [j5]Linqi Song, Christina Fragouli:
Making Recommendations Bandwidth Aware. IEEE Trans. Inf. Theory 64(11): 7031-7050 (2018) - [c16]Deepesh Data, Linqi Song, Suhas N. Diggavi:
Data Encoding for Byzantine-Resilient Distributed Gradient Descent. Allerton 2018: 863-870 - [c15]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Privacy in Index Coding: Improved Bounds and Coding Schemes. ISIT 2018: 831-835 - [c14]Sundara Rajan Srinivasavaradhan, Linqi Song, Christina Fragouli:
Distributed Computing Trade-offs with Random Connectivity. ISIT 2018: 1281-1285 - [c13]Linqi Song:
A Binary Randomized Coding Scheme for Pliable Index Coding with Multiple Requests. ISTC 2018: 1-5 - [c12]Linqi Song, Jie Xu:
Dynamic Edge Caching with Popularity Drifting. ITW 2018: 1-5 - [c11]Linqi Song, Christina Fragouli, Devavrat Shah:
Recommender Systems over Wireless: Challenges and Opportunities. ITW 2018: 1-5 - [i15]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Privacy in Index Coding: Improved Bounds and Coding Schemes. CoRR abs/1801.03892 (2018) - [i14]Linqi Song, Jie Xu:
Dynamic Edge Caching with Popularity Drifting. CoRR abs/1809.04486 (2018) - [i13]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Privacy in Index Coding: k-Limited-Access Schemes. CoRR abs/1809.08263 (2018) - [i12]Linqi Song, Christina Fragouli, Devavrat Shah:
Regret vs. Bandwidth Trade-off for Recommendation Systems. CoRR abs/1810.06313 (2018) - 2017
- [b1]Linqi Song:
Content-Type Coding. University of California, Los Angeles, USA, 2017 - [c10]Linqi Song, Christina Fragouli:
Making recommendations bandwidth aware. ISIT 2017: 2243-2247 - [c9]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Private Broadcasting: An index coding approach. ISIT 2017: 2543-2547 - [c8]Linqi Song, Christina Fragouli, Tianchu Zhao:
A pliable index coding approach to data shuffling. ISIT 2017: 2558-2562 - [c7]Linqi Song, Sundara Rajan Srinivasavaradhan, Christina Fragouli:
The benefit of being flexible in distributed computation. ITW 2017: 289-293 - [c6]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Preserving privacy while broadcasting: K-limited-access schemes. ITW 2017: 514-518 - [i11]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Private Broadcasting: an Index Coding Approach. CoRR abs/1701.04958 (2017) - [i10]Linqi Song, Christina Fragouli:
A Pliable Index Coding Approach to Data Shuffling. CoRR abs/1701.05540 (2017) - [i9]Linqi Song, Jie Xu:
A Contextual Bandit Approach for Stream-Based Active Learning. CoRR abs/1701.06725 (2017) - [i8]Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli:
Preserving Privacy while Broadcasting: $k$-Limited-Access Schemes. CoRR abs/1705.08437 (2017) - [i7]Linqi Song, Sundara Rajan Srinivasavaradhan, Christina Fragouli:
The Benefit of Being Flexible in Distributed Computation. CoRR abs/1705.08464 (2017) - 2016
- [j4]Jie Xu, Linqi Song, James Y. Xu, Gregory J. Pottie, Mihaela van der Schaar:
Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors. IEEE J. Sel. Top. Signal Process. 10(5): 865-876 (2016) - [j3]Linqi Song, William Hsu, Jie Xu, Mihaela van der Schaar:
Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening. IEEE J. Biomed. Health Informatics 20(3): 902-914 (2016) - [j2]Linqi Song, Cem Tekin, Mihaela van der Schaar:
Online Learning in Large-Scale Contextual Recommender Systems. IEEE Trans. Serv. Comput. 9(3): 433-445 (2016) - [c5]Linqi Song, Christina Fragouli:
A polynomial-time algorithm for pliable index coding. ISIT 2016: 120-124 - [i6]Linqi Song, Christina Fragouli:
A Deterministic Algorithm for Pliable Index Coding. CoRR abs/1601.05516 (2016) - [i5]Linqi Song:
Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework. CoRR abs/1607.03182 (2016) - [i4]Linqi Song, Christina Fragouli:
Making recommendations bandwidth aware. CoRR abs/1607.03948 (2016) - [i3]Linqi Song, Christina Fragouli:
A Polynomial-Time Algorithm for Pliable Index Coding. CoRR abs/1610.06845 (2016) - 2015
- [c4]Linqi Song, Christina Fragouli:
Content-type coding. NetCod 2015: 31-35 - [i2]Linqi Song, Christina Fragouli:
Content-type coding. CoRR abs/1505.03561 (2015) - 2014
- [j1]Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar:
Demand Side Management in Smart Grids Using a Repeated Game Framework. IEEE J. Sel. Areas Commun. 32(7): 1412-1424 (2014) - [c3]Jie Xu, James Y. Xu, Linqi Song, Gregory J. Pottie, Mihaela van der Schaar:
Context-driven online learning for activity classification in wireless health. GLOBECOM 2014: 2423-2428 - [c2]Linqi Song, Cem Tekin, Mihaela van der Schaar:
Clustering based online learning in recommender systems: A bandit approach. ICASSP 2014: 4528-4532 - [c1]Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar:
Non-stationary demand side management method for smart grids. ICASSP 2014: 7759-7763 - 2013
- [i1]Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar:
Demand Side Management in Smart Grids using a Repeated Game Framework. CoRR abs/1311.1887 (2013)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 21:34 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
