PPaperPicks

Chang Zhou

DAMO Academy, Alibaba Group, Hangzhou, China

17 papers at tracked venues · 13 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0001-9241-702X ↗Homepage ↗

Venues

ACL ×9EMNLP ×2ICLR ×2AAAI ×1ECCV ×1ICML ×1NAACL ×1

Frequent coauthors

Keming Lu
×9
Jingren Zhou
×7
Hongyi Yuan
×5
Zheng Yuan
×5
Junyang Lin
×5
Tianyu Liu
×4
Bowen Yu
×4
Jian Yang
×3
Runji Lin
×3
Guanting Dong
×3
Chengpeng Li
×3
Fei Huang
×3

Papers

  1. IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web
    ACL 2025 ·
    Hongcheng Guo
    ,
    Wei Zhang
    ,
    Junhao Chen
    ,
    Yaonan Gu
    ,
    Jian Yang
    ,
    Junjia Du
    ,
    Shaosheng Cao
    ,
    Binyuan Hui
    ,
    Tianyu Liu
    ,
    Jianxin Ma
    , Chang Zhou,
    Zhoujun Li
  2. LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
    ACL 2025 ·
    Bofei Gao
    ,
    Zefan Cai
    ,
    Runxin Xu
    ,
    Peiyi Wang
    ,
    Ce Zheng
    ,
    Runji Lin
    ,
    Keming Lu
    ,
    Dayiheng Liu
    , Chang Zhou,
    Wen Xiao
    ,
    Tianyu Liu
    ,
    Baobao Chang
  3. Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
    ICLR 2025 ·
    Guanting Dong
    ,
    Keming Lu
    ,
    Chengpeng Li
    ,
    Tingyu Xia
    ,
    Bowen Yu
    , Chang Zhou,
    Jingren Zhou
  4. #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
    ICLR 2024 ·
    Keming Lu
    ,
    Hongyi Yuan
    ,
    Zheng Yuan
    ,
    Runji Lin
    ,
    Junyang Lin
    ,
    Chuanqi Tan
    , Chang Zhou,
    Jingren Zhou
  5. AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension
    ACL 2024 ·
    Qian Yang
    ,
    Jin Xu
    ,
    Wenrui Liu
    ,
    Yunfei Chu
    ,
    Ziyue Jiang
    ,
    Xiaohuan Zhou
    ,
    Yichong Leng
    ,
    Yuanjun Lv
    ,
    Zhou Zhao
    , Chang Zhou,
    Jingren Zhou
  6. An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
    ECCV 2024 ·
    Liang Chen
    ,
    Haozhe Zhao
    ,
    Tianyu Liu
    ,
    Shuai Bai
    ,
    Junyang Lin
    , Chang Zhou,
    Baobao Chang
  7. Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?
    EMNLP 2024 ·
    Zhe Yang
    ,
    Yichang Zhang
    ,
    Tianyu Liu
    ,
    Jian Yang
    ,
    Junyang Lin
    , Chang Zhou,
    Zhifang Sui
  8. Controllable 3D Face Generation with Conditional Style Code Diffusion
    AAAI 2024 ·
    Xiaolong Shen
    ,
    Jianxin Ma
    , Chang Zhou,
    Zongxin Yang
  9. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
    ACL 2024 ·
    Guanting Dong
    ,
    Hongyi Yuan
    ,
    Keming Lu
    ,
    Chengpeng Li
    ,
    Mingfeng Xue
    ,
    Dayiheng Liu
    ,
    Wei Wang
    ,
    Zheng Yuan
    , Chang Zhou,
    Jingren Zhou
  10. Language Models can Evaluate Themselves via Probability Discrepancy
    ACL 2024 ·
    Tingyu Xia
    ,
    Bowen Yu
    ,
    Yuan Wu
    ,
    Yi Chang
    , Chang Zhou
  11. Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment
    ACL 2024 ·
    Keming Lu
    ,
    Bowen Yu
    , Chang Zhou,
    Jingren Zhou
  12. MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
    ACL 2024 ·
    Chengpeng Li
    ,
    Zheng Yuan
    ,
    Hongyi Yuan
    ,
    Guanting Dong
    ,
    Keming Lu
    ,
    Jiancan Wu
    ,
    Chuanqi Tan
    ,
    Xiang Wang
    , Chang Zhou
  13. Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
    EMNLP 2024 ·
    Chenhan Yuan
    ,
    Fei Huang
    ,
    Ru Peng
    ,
    Keming Lu
    ,
    Bowen Yu
    , Chang Zhou,
    Jingren Zhou
  14. Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
    NAACL 2024 ·
    Keming Lu
    ,
    Hongyi Yuan
    ,
    Runji Lin
    ,
    Junyang Lin
    ,
    Zheng Yuan
    , Chang Zhou,
    Jingren Zhou
  15. Speculative Contrastive Decoding
    ACL 2024 ·
    Hongyi Yuan
    ,
    Keming Lu
    ,
    Fei Huang
    ,
    Zheng Yuan
    , Chang Zhou
  16. Synthesizing Text-to-SQL Data from Weak and Strong LLMs
    ACL 2024 ·
    Jiaxi Yang
    ,
    Binyuan Hui
    ,
    Min Yang
    ,
    Jian Yang
    ,
    Junyang Lin
    , Chang Zhou
  17. Training-Free Long-Context Scaling of Large Language Models
    ICML 2024 ·
    Chenxin An
    ,
    Fei Huang
    ,
    Jun Zhang
    ,
    Shansan Gong
    ,
    Xipeng Qiu
    , Chang Zhou,
    Lingpeng Kong