Pengcheng Huang

18 papers A* 2Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Causal Autoregressive Diffusion Language Model.
CoRR
Junhao Ruan, Bei Li, Yongjing Yin, Pengcheng Huang, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, Jingbo Zhu
2026 J jnl
Knowledge intensive agents.
AI Open
Zhenghao Liu, Pengcheng Huang, Zhipeng Xu, Xinze Li, Shuliang Liu, Chunyi Peng, Haidong Xin, Yukun Yan, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Yu Gu, Ge Yu
2026 J jnl
Revealing the Attention Floating Mechanism in Masked Diffusion Models.
CoRR
Xin Dai, Pengcheng Huang, Zhenghao Liu, Shuo Wang, Yukun Yan, Chaojun Xiao, Yu Gu, Ge Yu, Maosong Sun
2026 J jnl
Teaching LLMs to Learn Tool Trialing and Execution through Environment Interaction.
CoRR
Xingjie Gao, Pengcheng Huang, Zhenghao Liu, Yukun Yan, Shuo Wang, Zulong Chen, Cheng Qian, Ge Yu, Yu Gu
2025 J jnl
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors.
CoRR
Xin Liu, Runsong Zhao, Pengcheng Huang, Xinyu Liu, Junyi Xiao, Chunyang Xiao, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu
2025 — conf
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation.
EMNLP (Findings)
Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025 J jnl
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation.
CoRR
Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025 J jnl
Empirical Analysis of Decoding Biases in Masked Diffusion Models.
CoRR
Pengcheng Huang, Tianming Liu, Zhenghao Liu, Yukun Yan, Shuo Wang, Tong Xiao, Zulong Chen, Maosong Sun
2025 A* conf
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance.
EMNLP
Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu
2025 J jnl
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences.
CoRR
Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu
2025 J jnl
ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation.
CoRR
Pengcheng Huang, Zhenghao Liu, Yukun Yan, Haiyan Zhao, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong
2025 — conf
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models.
EMNLP (Findings)
Runsong Zhao, Xin Liu, Xinyu Liu, Pengcheng Huang, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2025 J jnl
RLAIF-SPA: Optimizing LLM-based Emotional Speech Synthesis via RLAIF.
CoRR
Qing Yang, Zhenghao Liu, Junxin Wang, Yangfan Du, Pengcheng Huang, Tong Xiao
2024 A* conf
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models.
EMNLP
Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, Jingbo Zhu
2024 J jnl
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models.
CoRR
Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, Jingbo Zhu
2024 J jnl
More Effective LLM Compressed Tokens with Uniformly Spread Position Identifiers and Compression Loss.
CoRR
Runsong Zhao, Pengcheng Huang, Xinyu Liu, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2024 — conf
Translate-and-Revise: Boosting Large Language Models for Constrained Translation.
CCL
Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2024 J jnl
Translate-and-Revise: Boosting Large Language Models for Constrained Translation.
CoRR
Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu