Pengyu Cheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
8
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression. | Pengyu Cheng, Jiacheng Wang, Tianle Chen, Bei Liu, Xiaofeng Hou, Jiacheng Liu |
| 2026 | AAAI | AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models. | Jiacheng Wang, Tianle Chen, Pengyu Cheng, Xiaofeng Hou, Jiacheng Liu |
| 2026 | ACL | Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models. | Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu |
| 2026 | ACL | MARCH: Multi-Agent Reinforced Check for Hallucination. | Zhuo Li, Yupeng Zhang, Pengyu Cheng, Jiajun Song, Mengyu Zhou, Hao Li, Shujie Hu, Yu Qin, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang |
| 2025 | NAACL | Atoxia: Red-teaming Large Language Models with Target Toxic Answers. | Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao |
| 2024 | ACL | Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game. | Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Tianhao Hu, Peixin Cao, Nan Du, Xiaolong Li |
| 2024 | ACL | Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. | Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du |
| 2024 | EMNLP | On Diversified Preferences of Large Language Model Alignment. | Dun Zeng, Yong Dai, Pengyu Cheng, Longyue Wang, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu |
| 2023 | AISTATS | Estimating Total Correlation with Mutual Information Estimators. | Ke Bai, Pengyu Cheng, Weituo Hao, Ricardo Henao, Larry Carin |
| 2023 | AISTATS | Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. | Rui Wang, Pengyu Cheng, Ricardo Henao |
| 2023 | ICCD | PrSpMV: An Efficient Predictable Kernel for SpMV. | Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren |
| 2021 | ICLR | FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. | Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin |
| 2021 | ICLR | Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning. | Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin |
| 2020 | AAAI | Dynamic Embedding on Textual Networks via a Gaussian Process. | Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Chen, David E. Carlson, Lawrence Carin |
| 2020 | ACL | Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. | Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin |
| 2020 | ICML | CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. | Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin |
| 2019 | ACL | Improving Textual Network Embedding with Global Attention via Optimal Transport. | Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin |
| 2019 | ACL | Learning Compressed Sentence Representations for On-Device Text Processing. | Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin |
| 2019 | ICML | Understanding and Accelerating Particle-Based Variational Inference. | Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu |