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2020 – today
- 2026
[j10]Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao Xie, Xiang Wan, Anningzhe Gao:
RLHF in an SFT Way: From Optimal Solution to Reward-Weighted Alignment. Trans. Mach. Learn. Res. 2026 (2026)- [c23]Pengyu Cheng, Jiacheng Wang, Tianle Chen, Bei Liu, Xiaofeng Hou, Jiacheng Liu:
DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression. AAAI 2026: 20518-20526 - [c22]Jiacheng Wang, Tianle Chen, Pengyu Cheng, Xiaofeng Hou, Jiacheng Liu:
AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models. AAAI 2026: 26242-26250 - [c21]Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu:
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models. ACL (1) 2026: 24647-24662 - [c20]Zhuo Li, Yupeng Zhang, Pengyu Cheng, Jiajun Song, Mengyu Zhou, Hao Li, Shujie Hu, Yu Qin, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang:
MARCH: Multi-Agent Reinforced Check for Hallucination. ACL (1) 2026: 39389-39415 - [i30]Sijia Cui, Pengyu Cheng, Jiajun Song, Yongbo Gai, Guojun Zhang, Zhechao Yu, Jianhe Lin, Xiaoxi Jiang, Guanjun Jiang:
CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR. CoRR abs/2603.10101 (2026) - [i29]Xingchen Song, Di Wu, Dinghao Zhou, Pengyu Cheng, Hongwu Ding, Yunchao He, Jie Wang, Shengfan Shen, Sixiang Lv, Lichun Fan, Hang Su, Yifeng Wang, Shuai Wang, Meng Meng, Jian Luan:
Borderless Long Speech Synthesis. CoRR abs/2603.19798 (2026) - [i28]Zhuo Li, Yupeng Zhang, Pengyu Cheng, Jiajun Song, Mengyu Zhou, Hao Li, Shujie Hu, Yu Qin, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang:
MARCH: Multi-Agent Reinforced Self-Check for LLM Hallucination. CoRR abs/2603.24579 (2026) - [i27]Jingwei Ni, Yihao Liu, Xinpeng Liu, Yutao Sun, Mengyu Zhou, Pengyu Cheng, Dexin Wang, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang:
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills. CoRR abs/2603.25158 (2026) - [i26]Tao Chen, Gangwei Jiang, Pengyu Cheng, Siyuan Huang, Yihao Liu, Jingwei Ni, Jiaqi Guo, Mengyu Zhou, Kai Tang, Junling Liu, Qinliang Su, Xiaoxi Jiang, Guanjun Jiang:
Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill. CoRR abs/2606.03980 (2026) - [i25]Dinghao Zhou, Xingchen Song, Di Wu, Pengyu Cheng, Shengfan Shen, Sixiang Lv:
F3-Tokenizer: Taming Audio Autoencoder Latents for Understanding and Generation. CoRR abs/2606.06357 (2026) - 2025
- [j9]Xixi Yan, Jing Zhang, Pengyu Cheng:
Weighted Attribute Based Conditional Proxy Re-Encryption in the Cloud. Comput. Mater. Continua 83(1): 1399-1414 (2025) - [c19]Qiyuan Zhu
, Lujun Li, Dezhi Li, Jiacheng Liu, Pengyu Cheng, Yucheng Xu, Sirui Han, Yike Guo:
Outlier-Aware Model Merging for Efficient Multitask Inference. ACM Multimedia 2025: 1032-1041 - [c18]Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao:
Atoxia: Red-teaming Large Language Models with Target Toxic Answers. NAACL (Findings) 2025: 3251-3266 - [i24]Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao Xie, Xiang Wan, Anningzhe Gao:
Simplify RLHF as Reward-Weighted SFT: A Variational Method. CoRR abs/2502.11026 (2025) - [i23]Hongliang Lu, Yuhang Wen, Pengyu Cheng, Ruijin Ding, Haotian Xu, Jiaqi Guo, Chutian Wang, Haonan Chen, Xiaoxi Jiang, Guanjun Jiang:
Search Self-play: Pushing the Frontier of Agent Capability without Supervision. CoRR abs/2510.18821 (2025) - [i22]Zhuo Li, Pengyu Cheng, Zhechao Yu, Feifei Tong, Anningzhe Gao, Tsung-Hui Chang, Xiang Wan, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang:
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance. CoRR abs/2512.23461 (2025) - 2024
- [c17]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: 3705-3716 - [c16]Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du:
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. ACL (1) 2024: 13500-13519 - [c15]Pengyu Cheng, Zhenhua Ling, Meng Meng, Yujun Wang:
Disentangling Speaker Representations from Intuitive Prosodic Features for Speaker-Adaptative and Prosody-Controllable Speech Synthesis. APSIPA 2024: 1-6 - [c14]Dun Zeng, Yong Dai, Pengyu Cheng, Longyue Wang, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu:
On Diversified Preferences of Large Language Model Alignment. EMNLP (Findings) 2024: 9194-9210 - [c13]Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du, Xiaolong Li:
Self-playing Adversarial Language Game Enhances LLM Reasoning. NeurIPS 2024 - [i21]Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du:
Self-playing Adversarial Language Game Enhances LLM Reasoning. CoRR abs/2404.10642 (2024) - [i20]Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao:
Detecting AI Flaws: Target-Driven Attacks on Internal Faults in Language Models. CoRR abs/2408.14853 (2024) - 2023
- [j8]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) - [j7]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): 6003-6014 (2023) - [j6]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): 1005-1029 (2023) - [c12]Ke Bai, Pengyu Cheng, Weituo Hao, Ricardo Henao, Larry Carin:
Estimating Total Correlation with Mutual Information Estimators. AISTATS 2023: 2147-2164 - [c11]Rui Wang, Pengyu Cheng, Ricardo Henao:
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. AISTATS 2023: 4473-4485 - [c10]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: 448-456 - [i19]Rui Wang, Pengyu Cheng, Ricardo Henao:
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. CoRR abs/2302.13136 (2023) - [i18]Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du:
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. CoRR abs/2308.13191 (2023) - [i17]Pengyu Cheng, Jiawen Xie, Ke Bai, Yong Dai, Nan Du:
Everyone Deserves A Reward: Learning Customized Human Preferences. CoRR abs/2309.03126 (2023) - [i16]Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Nan Du:
Adversarial Preference Optimization. CoRR abs/2311.08045 (2023) - [i15]Dun Zeng, Yong Dai, Pengyu Cheng, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu:
On Diversified Preferences of Large Language Model Alignment. CoRR abs/2312.07401 (2023) - 2022
- [j5]Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin:
WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access 10: 49207-49218 (2022) - [j4]Long Tao, Ping Wang, Yifeng 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): 6236-6246 (2022) - [j3]Yifeng 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): 9111-9120 (2022) - [c9]Pengyu Cheng, Zhen-Hua Ling:
Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis. ICDSP 2022: 187-193 - [i14]Pengyu Cheng, Zhen-Hua Ling:
Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis. CoRR abs/2203.00951 (2022) - [i13]Shengxuan Luo, Pengyu Cheng, Sheng Yu:
Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases. CoRR abs/2203.05744 (2022) - [i12]Pengyu Cheng, Ruineng Li:
Replacing Language Model for Style Transfer. CoRR abs/2211.07343 (2022) - 2021
- [b1]Pengyu Cheng:
Improving Natural Language Understanding via Contrastive Learning Methods. Duke University, Durham, NC, USA, 2021 - [c8]Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin:
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. ICLR 2021 - [c7]Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin:
Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning. ICLR 2021 - [i11]Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin:
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. CoRR abs/2103.06413 (2021) - [i10]Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin:
Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning. CoRR abs/2103.09420 (2021) - 2020
- [j2]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: 79695-79707 (2020) - [j1]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: 132950-132959 (2020) - [c6]Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Chen, David E. Carlson, Lawrence Carin:
Dynamic Embedding on Textual Networks via a Gaussian Process. AAAI 2020: 7562-7569 - [c5]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: 7530-7541 - [c4]Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin:
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. ICML 2020: 1779-1788 - [i9]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 abs/2006.00693 (2020) - [i8]Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin:
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. CoRR abs/2006.12013 (2020) - [i7]Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin:
WAFFLe: Weight Anonymized Factorization for Federated Learning. CoRR abs/2008.05687 (2020) - [i6]Pengyu Cheng, Weituo Hao, Lawrence Carin:
Estimating Total Correlation with Mutual Information Bounds. CoRR abs/2011.04794 (2020)
2010 – 2019
- 2019
- [c3]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: 107-116 - [c2]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: 5193-5202 - [c1]Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu:
Understanding and Accelerating Particle-Based Variational Inference. ICML 2019: 4082-4092 - [i5]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 abs/1906.01840 (2019) - [i4]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 abs/1906.08340 (2019) - [i3]Pengyu Cheng, Chang Liu, Chunyuan Li, Dinghan Shen, Ricardo Henao, Lawrence Carin:
Straight-Through Estimator as Projected Wasserstein Gradient Flow. CoRR abs/1910.02176 (2019) - [i2]Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Cheng, David E. Carlson, Lawrence Carin:
Gaussian-Process-Based Dynamic Embedding for Textual Networks. CoRR abs/1910.02187 (2019) - 2018
- [i1]Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu, Lawrence Carin:
Accelerated First-order Methods on the Wasserstein Space for Bayesian Inference. CoRR abs/1807.01750 (2018)
Coauthor Index
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