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This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j11]Hongtai Jing, Zhengtao Gao, Sheng Xu
, Tao Shen, Zhangzhi Peng, Shwai He, Tao You, Shuang Ye, Wei Lin, Siqi Sun:
Accurate prediction of antibody function and structure using bio-inspired antibody language model. Briefings Bioinform. 25(4) (2024)- [j10]Liya Ma, Chen Li, Siqi Sun, Shu Guo, Lihong Wang, Jianxin Li:
Privacy-preserving graph publishing with disentangled variational information bottleneck. Concurr. Comput. Pract. Exp. 36(10) (2024) - [j9]Kai Jia, Zhe Gao, Ruicheng Ma, Haoyu Chai, Siqi Sun:
An Adaptive Optimization Algorithm in LSTM for SOC Estimation Based on Improved Borges Derivative. IEEE Trans. Ind. Informatics 20(2): 1907-1919 (2024) - [c41]Zhi Jin, Sheng Xu, Xiang Zhang, Tianze Ling, Nanqing Dong, Wanli Ouyang, Zhiqiang Gao, Cheng Chang, Siqi Sun:
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing. AAAI 2024: 144-152 - [c40]Linglin Jing, Sheng Xu, Yifan Wang, Yuzhe Zhou, Tao Shen, Zhigang Ji, Hui Fang, Zhen Li, Siqi Sun:
CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues. AAAI 2024: 2661-2669 - [c39]Xiutian Li, Siqi Sun, Rui Feng:
Causal Representation Learning via Counterfactual Intervention. AAAI 2024: 3234-3242 - [c38]Siqi Sun, Procheta Sen, Wenjie Ruan:
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack. EMNLP (Findings) 2024: 17056-17070 - [c37]Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi:
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping. USENIX Security Symposium 2024 - [i31]Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi:
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping. CoRR abs/2403.08334 (2024) - [i30]Peng Zhou, Jianmin Wang, Chunyan Li, Zixu Wang, Yiping Liu, Siqi Sun, Jianxin Lin, Longyue Wang, Xiangxiang Zeng:
Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model. CoRR abs/2403.13244 (2024) - [i29]Yi Dong, Ronghui Mu, Yanghao Zhang, Siqi Sun, Tianle Zhang, Changshun Wu, Gaojie Jin, Yi Qi, Jinwei Hu, Jie Meng, Saddek Bensalem, Xiaowei Huang:
Safeguarding Large Language Models: A Survey. CoRR abs/2406.02622 (2024) - [i28]Yuchen Ren, Zhiyuan Chen, Lifeng Qiao, Hongtai Jing, Yuchen Cai, Sheng Xu, Peng Ye, Xinzhu Ma, Siqi Sun, Hongliang Yan, Dong Yuan, Wanli Ouyang, Xihui Liu:
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models. CoRR abs/2406.10391 (2024) - [i27]Jinzuomu Zhong, Korin Richmond, Zhiba Su, Siqi Sun:
AccentBox: Towards High-Fidelity Zero-Shot Accent Generation. CoRR abs/2409.09098 (2024) - [i26]Siqi Sun, Korin Richmond:
Acquiring Pronunciation Knowledge from Transcribed Speech Audio via Multi-task Learning. CoRR abs/2409.09891 (2024) - 2023
- [j8]Jiaxuan Han, Cheng Huang, Siqi Sun, Zhonglin Liu, Jiayong Liu:
bjXnet: an improved bug localization model based on code property graph and attention mechanism. Autom. Softw. Eng. 30(1): 12 (2023) - [j7]Siqi Sun, Yongyu Wang:
A novel deep learning automatic modulation classifier with fusion of multichannel information using GRU. EURASIP J. Wirel. Commun. Netw. 2023(1): 66 (2023) - [j6]Tianyu Wu, Shizhu He, Jingping Liu, Siqi Sun, Kang Liu, Qing-Long Han, Yang Tang:
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development. IEEE CAA J. Autom. Sinica 10(5): 1122-1136 (2023) - [j5]Siqi Sun, Cheng Huang, Tiejun Wu, Yi Shen:
SecTKG: A Knowledge Graph for Open-Source Security Tools. Int. J. Intell. Syst. 2023: 1-22 (2023) - [j4]Siqi Sun, Korin Richmond, Hao Tang:
Improving Seq2Seq TTS Frontends With Transcribed Speech Audio. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1940-1952 (2023) - [c36]Siqi Sun, Wenjie Ruan:
TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees. ACL (Findings) 2023: 4362-4380 - [i25]Zhongju Yuan, Tao Shen, Sheng Xu, Leiye Yu, Ruobing Ren, Siqi Sun:
AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction. CoRR abs/2305.08929 (2023) - [i24]Jiaqi Miao, Siqi Sun:
Design, Actuation, and Functionalization of Untethered Soft Magnetic Robots with Life-Like Motions: A Review. CoRR abs/2305.17734 (2023) - [i23]Le Zhang, Jiayang Chen, Tao Shen, Yu Li, Siqi Sun:
Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation. CoRR abs/2306.01824 (2023) - [i22]Zhi Jin, Sheng Xu, Xiang Zhang, Tianze Ling, Nanqing Dong, Wanli Ouyang, Zhiqiang Gao, Cheng Chang, Siqi Sun:
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing. CoRR abs/2312.11584 (2023) - 2022
- [c35]Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan:
RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling. AAAI 2022: 11739-11747 - [c34]Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng:
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data. ACL (1) 2022: 3170-3179 - [c33]Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng:
Leveraging Knowledge in Multilingual Commonsense Reasoning. ACL (Findings) 2022: 3237-3246 - [c32]Siqi Sun, Wei Ji, Liangfeng Tang, Xiaobo Zhang, Yuejie Zhang, Rui Feng:
An Interpretable Causal Approach for Bronchopulmonary Dysplasia Prediction. BIBM 2022: 1193-1200 - [c31]Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang:
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention. IJCAI 2022: 2762-2768 - [c30]Siqi Sun, Yongqing Sun, Mitsuhiro Goto, Shigekuni Kondo, Dan Mikami, Susumu Yamamoto:
Motor Learning based on Presentation of a Tentative Goal. ICMR 2022: 601-607 - [i21]Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng:
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data. CoRR abs/2203.08773 (2022) - [i20]Tao Shen, Zhihang Hu, Zhangzhi Peng, Jiayang Chen, Peng Xiong, Liang Hong, Liangzhen Zheng, Yixuan Wang, Irwin King, Sheng Wang, Siqi Sun, Yu Li:
E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction. CoRR abs/2207.01586 (2022) - 2021
- [j3]Siqi Sun, Yining Qian, Ruoshi Zhang, Yanqi Wang, Xinran Li:
An Improved Chinese String Comparator for Bloom Filter Based Privacy-Preserving Record Linkage. Entropy 23(8): 1091 (2021) - [c29]Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu:
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding. AAAI 2021: 12776-12784 - [c28]Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu:
Cluster-Former: Clustering-based Sparse Transformer for Question Answering. ACL/IJCNLP (Findings) 2021: 3958-3968 - [c27]Wei Ji, Weiwei Tian, Wenbin Pan, Siqi Sun, Hui Jiang, Rui Feng, Yuejie Zhang, Rui-Wei Zhao, Gang Jin:
CellDet: Dual-Task Cell Detection Network for IHC-Stained Image Analysis. BIBM 2021: 1343-1346 - [c26]Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu:
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. NAACL-HLT 2021: 982-997 - [i19]Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu:
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. CoRR abs/2103.08784 (2021) - [i18]Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan:
Joint Retrieval and Generation Training for Grounded Text Generation. CoRR abs/2105.06597 (2021) - [i17]Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng:
Leveraging Knowledge in Multilingual Commonsense Reasoning. CoRR abs/2110.08462 (2021) - [i16]Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang:
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention. CoRR abs/2112.03254 (2021) - 2020
- [j2]Jun Liu, Siqi Sun, Yang Liu, Jiayang Guo, Hailong Li, Yuan Gao, Jintao Sun, Jing Xiang:
A Novel MEGNet for Classification of High-Frequency Oscillations in Magnetoencephalography of Epileptic Patients. Complex. 2020: 9237808:1-9237808:9 (2020) - [c25]Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan:
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation. ACL (demo) 2020: 270-278 - [c24]Xiao Chen, Xin Li, Peng Chen, Yang Liu, Siqi Sun, Jun Liu:
Research on Android Application Detection based on static permission and Random Forest. CRC 2020: 181-184 - [c23]Qing Hou, Yang Liu, Jun Liu, Siqi Sun:
Epilepsy Detection Using Random Forest Classification Based on Locally Linear Embedding Algorithm. CRC 2020: 202-206 - [c22]Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jingjing Liu, Jing Jiang:
Cross-Thought for Sentence Encoder Pre-training. EMNLP (1) 2020: 412-421 - [c21]Siqi Sun, Zhe Gan, Yuwei Fang, Yu Cheng, Shuohang Wang, Jingjing Liu:
Contrastive Distillation on Intermediate Representations for Language Model Compression. EMNLP (1) 2020: 498-508 - [c20]Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu:
Hierarchical Graph Network for Multi-hop Question Answering. EMNLP (1) 2020: 8823-8838 - [c19]Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Tom Goldstein, Jingjing Liu:
FreeLB: Enhanced Adversarial Training for Natural Language Understanding. ICLR 2020 - [i15]Siqi Sun:
Unsupervised and Supervised Structure Learning for Protein Contact Prediction. CoRR abs/2009.00133 (2020) - [i14]Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu:
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding. CoRR abs/2009.05166 (2020) - [i13]Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu:
Accelerating Real-Time Question Answering via Question Generation. CoRR abs/2009.05167 (2020) - [i12]Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu:
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding. CoRR abs/2009.06097 (2020) - [i11]Siqi Sun, Zhe Gan, Yu Cheng, Yuwei Fang, Shuohang Wang, Jingjing Liu:
Contrastive Distillation on Intermediate Representations for Language Model Compression. CoRR abs/2009.14167 (2020) - [i10]Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu:
Cross-Thought for Sentence Encoder Pre-training. CoRR abs/2010.03652 (2020)
2010 – 2019
- 2019
- [c18]Siqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu:
Patient Knowledge Distillation for BERT Model Compression. EMNLP/IJCNLP (1) 2019: 4322-4331 - [c17]Kosuke Takahashi, Dan Mikami, Mariko Isogawa, Siqi Sun, Yoshinori Kusachi:
Easy Extrinsic Calibration of VR System and Multi-camera Based Marker-Less Motion Capture System. ISMAR Adjunct 2019: 83-88 - [i9]Siqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu:
Patient Knowledge Distillation for BERT Model Compression. CoRR abs/1908.09355 (2019) - [i8]Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Tom Goldstein, Jingjing Liu:
FreeLB: Enhanced Adversarial Training for Language Understanding. CoRR abs/1909.11764 (2019) - [i7]Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan:
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation. CoRR abs/1911.00536 (2019) - [i6]Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu:
Hierarchical Graph Network for Multi-hop Question Answering. CoRR abs/1911.03631 (2019) - 2018
- [c16]Ran Liu, Mengxi Xie, Siqi Sun:
Reconstructing positive surveys from negative surveys by improved artificial immune network. SSCI 2018: 1116-1121 - 2017
- [j1]Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu:
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model. PLoS Comput. Biol. 13(1) (2017) - [c15]Yuancheng Zhu, Zhe Liu, Siqi Sun:
Learning Nonparametric Forest Graphical Models with Prior Information. AISTATS 2017: 672-680 - [c14]Takenori Obo, Chiaki Kasuya, Siqi Sun, Naoyuki Kubota:
Human-robot interaction based on cognitive bias to increase motivation for daily exercise. SMC 2017: 2945-2950 - 2016
- [c13]Takenori Obo, Siqi Sun, Naoyuki Kubota:
Smart Device Interlocked Robot Partner for Elderly Care. ICIRA (2) 2016: 36-47 - [c12]Kaixin Sui, Siqi Sun, Yousef Azzabi, Xiaoping Zhang, Youjian Zhao, Jilong Wang, Zimu Li, Dan Pei:
Understanding the Impact of AP Density on WiFi Performance Through Real-World Deployment. LANMAN 2016: 1-6 - [c11]Sheng Wang, Siqi Sun, Jinbo Xu:
AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling. ECML/PKDD (2) 2016: 1-16 - [c10]Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun:
Graphical Model Sketch. ECML/PKDD (1) 2016: 81-97 - [c9]Siqi Sun, Takenori Obo, Chu Kiong Loo, Naoyuki Kubota:
Health Promotion Using Smart Device Interlocked Robot Partners for Elderly People. SCIS&ISIS 2016: 317-322 - [c8]Siqi Sun, Takahiro Takeda, Hisae Koyama, Naoyuki Kubota:
Smart Device Interlocked Robot Partners for Information Support Systems in Sightseeing Guide. SCIS&ISIS 2016: 586-590 - [i5]Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun:
Graphical Model Sketch. CoRR abs/1602.03105 (2016) - [i4]Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu:
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model. CoRR abs/1609.00680 (2016) - 2015
- [c7]Siqi Sun, Hai Wang, Jinbo Xu:
Inferring Block Structure of Graphical Models in Exponential Families. AISTATS 2015 - [c6]Siqi Sun, Jianzhu Ma, Sheng Wang, Jinbo Xu:
Predicting diverse M-best protein contact maps. BIBM 2015: 1287-1295 - [c5]Qingming Tang, Siqi Sun, Jinbo Xu:
Learning Scale-Free Networks by Dynamic Node Specific Degree Prior. ICML 2015: 2247-2255 - [c4]Siqi Sun, Mladen Kolar, Jinbo Xu:
Learning structured densities via infinite dimensional exponential families. NIPS 2015: 2287-2295 - [i3]Qingming Tang, Siqi Sun, Chao Yang, Jinbo Xu:
Learning Scale Free Network by Node Specific Degree Prior. CoRR abs/1503.02129 (2015) - [i2]Yuancheng Zhu, Zhe Liu, Siqi Sun:
Nonparametric Estimation of Scale-Free Graphical Models. CoRR abs/1511.03796 (2015) - [i1]Sheng Wang, Siqi Sun, Jinbo Xu:
AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling. CoRR abs/1511.05265 (2015) - 2014
- [c3]Siqi Sun, Yuancheng Zhu, Jinbo Xu:
Adaptive Variable Clustering in Gaussian Graphical Models. AISTATS 2014: 931-939 - [c2]Chengqi Yi, Yuanyuan Bao, Siqi Sun, Yibo Xue:
A novel method for information propagation model perceiving. ICNC 2014: 6-10 - 2012
- [c1]Siqi Sun, Shan Wang, Wenfeng Shen, Weimin Xu, Yanheng Zheng:
A Study of the Memory Wall within the Jacobi Iteration Method. HPCC-ICESS 2012: 964-969
Coauthor Index
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