Pengyu Cheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 42

Top Topics

Mutual Information

Importance Sampling

Multimodal Image Registration

Text Representation

Top Venues

Publications

Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du
Self-playing Adversarial Language Game Enhances LLM Reasoning. CoRR (2024)
Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Tianhao Hu, Peixin Cao, Nan Du, Xiaolong Li
Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game. ACL (Findings) (2024)
Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. ACL (1) (2024)
Rui Wang, Pengyu Cheng, Ricardo Henao
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. AISTATS (2023)
Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren
PrSpMV: An Efficient Predictable Kernel for SpMV. ICCD (2023)
Hao Zhang, Long Tian, Zhengjue Wang, Yishi Xu, Pengyu Cheng, Ke Bai, Bo Chen
Multiscale Visual-Attribute Co-Attention for Zero-Shot Image Recognition. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Ke Bai, Pengyu Cheng, Weituo Hao, Ricardo Henao, Larry Carin
Estimating Total Correlation with Mutual Information Estimators. AISTATS (2023)
Rui Wang, Pengyu Cheng, Ricardo Henao
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. CoRR (2023)
Dun Zeng, Yong Dai, Pengyu Cheng, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu
On Diversified Preferences of Large Language Model Alignment. CoRR (2023)
Jia Zhao, Pengyu Cheng, Jiazhen Hou, Tanghuai Fan, Longzhe Han
Short-term load forecasting of multi-scale recurrent neural networks based on residual structure. Concurr. Comput. Pract. Exp. 35 (5) (2023)
Pengyu Cheng, Jiawen Xie, Ke Bai, Yong Dai, Nan Du
Everyone Deserves A Reward: Learning Customized Human Preferences. CoRR (2023)
Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. CoRR (2023)
Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Nan Du
Adversarial Preference Optimization. CoRR (2023)
Xingyu Li, Ziyu Zheng, Pengyu Cheng, Jin Li, Lin You
MACT: A multi-channel anonymous consensus based on Tor. World Wide Web (WWW) 26 (3) (2023)
Shengxuan Luo, Pengyu Cheng, Sheng Yu
Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases. CoRR (2022)
Long Tao, Ping Wang, Yi-Feng Wang, Xiaoyong Ma, Pengyu Cheng, Danfeng Zhao
Variable Structure ADRC-Based Control for Load-Side Buck Interface Converter: Formation, Analysis, and Verification. IEEE Trans. Ind. Electron. 69 (6) (2022)
Yi-Feng Wang, Long Tao, Ping Wang, Xiaoyong Ma, Pengyu Cheng, Danfeng Zhao
Improved Linear ADRC for Hybrid Energy Storage Microgrid Output-Side Converter. IEEE Trans. Ind. Electron. 69 (9) (2022)
Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access 10 (2022)
Pengyu Cheng, Zhen-Hua Ling
Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis. CoRR (2022)
Pengyu Cheng, Ruineng Li
Replacing Language Model for Style Transfer. CoRR (2022)
Pengyu Cheng, Zhen-Hua Ling
Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis. ICDSP (2022)
Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin
Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning. ICLR (2021)
Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin
Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning. CoRR (2021)
Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. ICLR (2021)
Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. CoRR (2021)
Yifeng Wang, Xiaochen Wu, Yuqi Hou, Pengyu Cheng, Yan Liang, Lei Li
Full-Range LED Dimming Driver With Ultrahigh Frequency PWM Shunt Dimming Control. IEEE Access 8 (2020)
Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. ACL (2020)
Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. CoRR (2020)
Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Chen, David E. Carlson, Lawrence Carin
Dynamic Embedding on Textual Networks via a Gaussian Process. AAAI (2020)
Zhiyong Bu, Bin Zhou, Pengyu Cheng, Kecheng Zhang, Zhen-Hua Ling
Encrypted Network Traffic Classification Using Deep and Parallel Network-in-Network Models. IEEE Access 8 (2020)
Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. CoRR (2020)
Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. ICML (2020)
Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
WAFFLe: Weight Anonymized Factorization for Federated Learning. CoRR (2020)
Pengyu Cheng, Weituo Hao, Lawrence Carin
Estimating Total Correlation with Mutual Information Bounds. CoRR (2020)
Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin
Learning Compressed Sentence Representations for On-Device Text Processing. ACL (1) (2019)
Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin
Improving Textual Network Embedding with Global Attention via Optimal Transport. CoRR (2019)
Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin
Learning Compressed Sentence Representations for On-Device Text Processing. CoRR (2019)
Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin
Improving Textual Network Embedding with Global Attention via Optimal Transport. ACL (1) (2019)
Pengyu Cheng, Chang Liu, Chunyuan Li, Dinghan Shen, Ricardo Henao, Lawrence Carin
Straight-Through Estimator as Projected Wasserstein Gradient Flow. CoRR (2019)
Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Cheng, David E. Carlson, Lawrence Carin
Gaussian-Process-Based Dynamic Embedding for Textual Networks. CoRR (2019)
Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu
Understanding and Accelerating Particle-Based Variational Inference. ICML (2019)
Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu, Lawrence Carin
Accelerated First-order Methods on the Wasserstein Space for Bayesian Inference. CoRR (2018)