PPaperPicks

Peng Zhou

9 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×6AAAI ×1CVPR ×1EACL ×1

Frequent coauthors

Hanmeng Zhong
×2
Wentao Wu
×2
Linqing Chen
×2
Wenda Liu
×1
Zhigang Song
×1
Shuai Nie
×1
Guangyao Liu
×1
Lisung Chen
×1
Binyu Yang
×1
Yaran Chen
×1
Hongzhen Wang
×1
Yuchen Liu
×1

Papers

  1. Multimodal Chemical Structure-Text Coreference in Intellectual Property via Rule-guided Reinforcement Learning
    ACL 2026 ·
    Hanmeng Zhong
    ,
    Wentao Wu
    ,
    Linqing Chen
    , Peng Zhou
  2. ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction
    ACL 2026 ·
    Wenda Liu
    ,
    Zhigang Song
    ,
    Shuai Nie
    ,
    Guangyao Liu
    ,
    Lisung Chen
    ,
    Binyu Yang
    ,
    Yaran Chen
    , Peng Zhou,
    Hongzhen Wang
    ,
    Yuchen Liu
    ,
    Wenyue Hu
    ,
    Jiaming Xu
    ,
    Runyu Shi
    ,
    Ying Huang
  3. Simplify-Pro: A Two-level and Progressive LLM-based Framework for Auto Long Text Simplification
    ACL 2026 · Peng Zhou,
    Guangxin Li
    ,
    Xiaoying Huang
    ,
    Yiming Tang
  4. The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models
    ACL 2026 ·
    Linqing Chen
    ,
    Hanmeng Zhong
    ,
    Wentao Wu
    , Peng Zhou
  5. Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
    EACL 2026 ·
    Junbo Li
    , Peng Zhou,
    Rui Meng
    ,
    Meet P. Vadera
    ,
    Lihong Li
    ,
    Yang Li
  6. A²ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization
    ACL 2025 ·
    Junhui He
    ,
    Junna Xing
    ,
    Nan Wang
    ,
    Rui Xu
    ,
    Shangyu Wu
    , Peng Zhou,
    Qiang Liu
    ,
    Chun Jason Xue
    ,
    Qingan Li
  7. M-LLM Based Video Frame Selection for Efficient Video Understanding
    CVPR 2025 ·
    Kai Hu
    ,
    Feng Gao
    ,
    Xiaohan Nie
    , Peng Zhou,
    Son Tran
    ,
    Tal Neiman
    ,
    Lingyun Wang
    ,
    Mubarak Shah
    ,
    Raffay Hamid
    ,
    Bing Yin
    ,
    Trishul Chilimbi
  8. A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential
    ACL 2024 ·
    Wei Tang
    ,
    Yixin Cao
    ,
    Jiahao Ying
    ,
    Bo Wang
    ,
    Yuyue Zhao
    ,
    Yong Liao
    , Peng Zhou
  9. Multi-Region Text-Driven Manipulation of Diffusion Imagery
    AAAI 2024 ·
    Yiming Li
    , Peng Zhou,
    Jun Sun
    ,
    Yi Xu