Pengyu Cheng - RankMe

60 papers A* 10A 2C 1Journal 38Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models. AAAI Jiacheng Wang, Tianle Chen, Pengyu Cheng, Xiaofeng Hou, Jiacheng Liu
2026	J	`jnl`	Borderless Long Speech Synthesis. CoRR 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
2026	J	`jnl`	CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR. CoRR Sijia Cui, Pengyu Cheng, Jiajun Song, Yongbo Gai, Guojun Zhang, Zhechao Yu, Jianhe Lin, Xiaoxi Jiang, Guanjun Jiang
2026	A*	`conf`	DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression. AAAI Pengyu Cheng, Jiacheng Wang, Tianle Chen, Bei Liu, Xiaofeng Hou, Jiacheng Liu
2026	J	`jnl`	MARCH: Multi-Agent Reinforced Self-Check for LLM Hallucination. CoRR Zhuo Li, Yupeng Zhang, Pengyu Cheng, Jiajun Song, Mengyu Zhou, Hao Li, Shujie Hu, Yu Qin, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang
2026	J	`jnl`	RLHF in an SFT Way: From Optimal Solution to Reward-Weighted Alignment. Trans. Mach. Learn. Res. Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao Xie, Xiang Wan, Anningzhe Gao
2026	J	`jnl`	Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills. CoRR Jingwei Ni, Yihao Liu, Xinpeng Liu, Yutao Sun, Mengyu Zhou, Pengyu Cheng, Dexin Wang, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang
2025	—	`conf`	Atoxia: Red-teaming Large Language Models with Target Toxic Answers. NAACL (Findings) Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao
2025	J	`jnl`	Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance. CoRR Zhuo Li, Pengyu Cheng, Zhechao Yu, Feifei Tong, Anningzhe Gao, Tsung-Hui Chang, Xiang Wan, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang
2025	A*	`conf`	Outlier-Aware Model Merging for Efficient Multitask Inference. ACM Multimedia Qiyuan Zhu, Lujun Li, Dezhi Li, Jiacheng Liu, Pengyu Cheng, Yucheng Xu, Sirui Han, Yike Guo
2025	J	`jnl`	Search Self-play: Pushing the Frontier of Agent Capability without Supervision. CoRR Hongliang Lu, Yuhang Wen, Pengyu Cheng, Ruijin Ding, Haotian Xu, Jiaqi Guo, Chutian Wang, Haonan Chen, Xiaoxi Jiang, Guanjun Jiang
2025	J	`jnl`	Simplify RLHF as Reward-Weighted SFT: A Variational Method. CoRR Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao Xie, Xiang Wan, Anningzhe Gao
2025	J	`jnl`	Weighted Attribute Based Conditional Proxy Re-Encryption in the Cloud. Comput. Mater. Continua Xixi Yan, Jing Zhang, Pengyu Cheng
2024	—	`conf`	Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game. ACL (Findings) Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Tianhao Hu, Peixin Cao, Nan Du, Xiaolong Li
2024	—	`conf`	Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. ACL (1) Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du
2024	J	`jnl`	Detecting AI Flaws: Target-Driven Attacks on Internal Faults in Language Models. CoRR Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao
2024	—	`conf`	Disentangling Speaker Representations from Intuitive Prosodic Features for Speaker-Adaptative and Prosody-Controllable Speech Synthesis. APSIPA Pengyu Cheng, Zhenhua Ling, Meng Meng, Yujun Wang
2024	—	`conf`	On Diversified Preferences of Large Language Model Alignment. EMNLP (Findings) Dun Zeng, Yong Dai, Pengyu Cheng, Longyue Wang, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu
2024	A*	`conf`	Self-playing Adversarial Language Game Enhances LLM Reasoning. NeurIPS Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du, Xiaolong Li
2024	J	`jnl`	Self-playing Adversarial Language Game Enhances LLM Reasoning. CoRR Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du
2023	J	`jnl`	Adversarial Preference Optimization. CoRR Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Nan Du
2023	J	`jnl`	Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. CoRR Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du
2023	A	`conf`	Estimating Total Correlation with Mutual Information Estimators. AISTATS Ke Bai, Pengyu Cheng, Weituo Hao, Ricardo Henao, Larry Carin
2023	J	`jnl`	Everyone Deserves A Reward: Learning Customized Human Preferences. CoRR Pengyu Cheng, Jiawen Xie, Ke Bai, Yong Dai, Nan Du
2023	J	`jnl`	MACT: A multi-channel anonymous consensus based on Tor. World Wide Web (WWW) Xingyu Li, Ziyu Zheng, Pengyu Cheng, Jin Li, Lin You
2023	J	`jnl`	Multiscale Visual-Attribute Co-Attention for Zero-Shot Image Recognition. IEEE Trans. Neural Networks Learn. Syst. Hao Zhang, Long Tian, Zhengjue Wang, Yishi Xu, Pengyu Cheng, Ke Bai, Bo Chen
2023	J	`jnl`	On Diversified Preferences of Large Language Model Alignment. CoRR Dun Zeng, Yong Dai, Pengyu Cheng, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu
2023	C	`conf`	PrSpMV: An Efficient Predictable Kernel for SpMV. ICCD Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren
2023	J	`jnl`	Short-term load forecasting of multi-scale recurrent neural networks based on residual structure. Concurr. Comput. Pract. Exp. Jia Zhao, Pengyu Cheng, Jiazhen Hou, Tanghuai Fan, Longzhe Han
2023	A	`conf`	Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. AISTATS Rui Wang, Pengyu Cheng, Ricardo Henao
2023	J	`jnl`	Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. CoRR Rui Wang, Pengyu Cheng, Ricardo Henao
2022	J	`jnl`	Improved Linear ADRC for Hybrid Energy Storage Microgrid Output-Side Converter. IEEE Trans. Ind. Electron. Yifeng Wang, Long Tao, Ping Wang, Xiaoyong Ma, Pengyu Cheng, Danfeng Zhao
2022	J	`jnl`	Replacing Language Model for Style Transfer. CoRR Pengyu Cheng, Ruineng Li
2022	J	`jnl`	Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases. CoRR Shengxuan Luo, Pengyu Cheng, Sheng Yu
2022	—	`conf`	Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis. ICDSP Pengyu Cheng, Zhen-Hua Ling
2022	J	`jnl`	Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis. CoRR Pengyu Cheng, Zhen-Hua Ling
2022	J	`jnl`	Variable Structure ADRC-Based Control for Load-Side Buck Interface Converter: Formation, Analysis, and Verification. IEEE Trans. Ind. Electron. Long Tao, Ping Wang, Yifeng Wang, Xiaoyong Ma, Pengyu Cheng, Danfeng Zhao
2022	J	`jnl`	WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
2021	A*	`conf`	FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. ICLR Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin
2021	J	`jnl`	FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. CoRR Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin
2021	—	`—`	Improving Natural Language Understanding via Contrastive Learning Methods. Pengyu Cheng
2021	A*	`conf`	Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning. ICLR Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin
2021	J	`jnl`	Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning. CoRR Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin
2020	A*	`conf`	CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. ICML Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin
2020	J	`jnl`	CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. CoRR Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin
2020	A*	`conf`	Dynamic Embedding on Textual Networks via a Gaussian Process. AAAI Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Chen, David E. Carlson, Lawrence Carin
2020	J	`jnl`	Encrypted Network Traffic Classification Using Deep and Parallel Network-in-Network Models. IEEE Access Zhiyong Bu, Bin Zhou, Pengyu Cheng, Kecheng Zhang, Zhen-Hua Ling
2020	J	`jnl`	Estimating Total Correlation with Mutual Information Bounds. CoRR Pengyu Cheng, Weituo Hao, Lawrence Carin
2020	J	`jnl`	Full-Range LED Dimming Driver With Ultrahigh Frequency PWM Shunt Dimming Control. IEEE Access Yifeng Wang, Xiaochen Wu, Yuqi Hou, Pengyu Cheng, Yan Liang, Lei Li
2020	A*	`conf`	Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. ACL Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin
2020	J	`jnl`	Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. CoRR Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin
2020	J	`jnl`	WAFFLe: Weight Anonymized Factorization for Federated Learning. CoRR Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
2019	J	`jnl`	Gaussian-Process-Based Dynamic Embedding for Textual Networks. CoRR Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Cheng, David E. Carlson, Lawrence Carin
2019	—	`conf`	Improving Textual Network Embedding with Global Attention via Optimal Transport. ACL (1) Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin
2019	J	`jnl`	Improving Textual Network Embedding with Global Attention via Optimal Transport. CoRR Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin
2019	—	`conf`	Learning Compressed Sentence Representations for On-Device Text Processing. ACL (1) Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin
2019	J	`jnl`	Learning Compressed Sentence Representations for On-Device Text Processing. CoRR Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin
2019	J	`jnl`	Straight-Through Estimator as Projected Wasserstein Gradient Flow. CoRR Pengyu Cheng, Chang Liu, Chunyuan Li, Dinghan Shen, Ricardo Henao, Lawrence Carin
2019	A*	`conf`	Understanding and Accelerating Particle-Based Variational Inference. ICML Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu
2018	J	`jnl`	Accelerated First-order Methods on the Wasserstein Space for Bayesian Inference. CoRR Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu, Lawrence Carin