PPaperPicks

Xinyu Fang

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×5NeurIPS ×2AAAI ×1ACM MM ×1EMNLP ×1ICCV ×1

Frequent coauthors

Haodong Duan
×9
Kai Chen
×9
Dahua Lin
×5
Shengyuan Ding
×4
Xiangyu Zhao
×4
Zicheng Zhang
×3
Jiaqi Wang
×3
Xiaozhe Li
×2
Qingwen Liu
×2
Chuanyang Jin
×2
Tianmin Shu
×2
Guangtao Zhai
×2

Papers

  1. Forge: Quality-Aware Reinforcement Learning for NP-Hard Optimization in LLMs
    ACL 2026 ·
    Xiaozhe Li
    , Xinyu Fang,
    Shengyuan Ding
    ,
    Yang Li
    ,
    Linyang Li
    ,
    Haodong Duan
    ,
    Qingwen Liu
    ,
    Kai Chen
  2. OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces
    ACL 2026 ·
    Xiaozhe Li
    ,
    Jixuan Chen
    , Xinyu Fang,
    Shengyuan Ding
    ,
    Haodong Duan
    ,
    Qingwen Liu
    ,
    Kai Chen
  3. Creation-Mmbench: Assessing Context-Aware Creative Intelligence in Mllms
    ICCV 2025 · Xinyu Fang,
    Zhijian Chen
    ,
    Kai Lan
    ,
    Lixin Ma
    ,
    Shengyuan Ding
    ,
    Yingji Liang
    ,
    Xiangyu Zhao
    ,
    Farong Wen
    ,
    Zicheng Zhang
    ,
    Guofeng Zhang
    ,
    Haodong Duan
    ,
    Kai Chen
    ,
    Dahua Lin
  4. Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
    ACL 2025 ·
    Qiyue Gao
    ,
    Xinyu Pi
    ,
    Kevin Liu
    ,
    Junrong Chen
    ,
    Ruolan Yang
    ,
    Xinqi Huang
    , Xinyu Fang,
    Lu Sun
    ,
    Gautham Kishore
    ,
    Bo Ai
    ,
    Stone Tao
    ,
    Mengyang Liu
    ,
    Jiaxi Yang
    ,
    Chao-Jung Lai
    ,
    Chuanyang Jin
    ,
    Jiannan Xiang
    ,
    Benhao Huang
    ,
    Zeming Chen
    ,
    David Danks
    ,
    Hao Su
    ,
    Tianmin Shu
    ,
    Ziqiao Ma
    ,
    Lianhui Qin
    ,
    Zhiting Hu
  5. MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
    AAAI 2025 ·
    Haojun Shi
    ,
    Suyu Ye
    , Xinyu Fang,
    Chuanyang Jin
    ,
    Leyla Isik
    ,
    Yen-Ling Kuo
    ,
    Tianmin Shu
  6. OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
    ACL 2025 ·
    Xiangyu Zhao
    ,
    Shengyuan Ding
    ,
    Zicheng Zhang
    ,
    Haian Huang
    ,
    Maosongcao
    ,
    Jiaqi Wang
    ,
    Weiyun Wang
    , Xinyu Fang,
    Wenhai Wang
    ,
    Guangtao Zhai
    ,
    Hua Yang
    ,
    Haodong Duan
    ,
    Kai Chen
  7. Redundancy Principles for MLLMs Benchmarks
    ACL 2025 ·
    Zicheng Zhang
    ,
    Xiangyu Zhao
    , Xinyu Fang,
    Chunyi Li
    ,
    Xiaohong Liu
    ,
    Xiongkuo Min
    ,
    Haodong Duan
    ,
    Kai Chen
    ,
    Guangtao Zhai
  8. MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
    NeurIPS 2024 · Xinyu Fang,
    Kangrui Mao
    ,
    Haodong Duan
    ,
    Xiangyu Zhao
    ,
    Yining Li
    ,
    Dahua Lin
    ,
    Kai Chen
  9. Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
    NeurIPS 2024 ·
    Yuxuan Qiao
    ,
    Haodong Duan
    , Xinyu Fang,
    Junming Yang
    ,
    Lin Chen
    ,
    Songyang Zhang
    ,
    Jiaqi Wang
    ,
    Dahua Lin
    ,
    Kai Chen
  10. ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
    EMNLP 2024 ·
    Jingming Zhuo
    ,
    Songyang Zhang
    , Xinyu Fang,
    Haodong Duan
    ,
    Dahua Lin
    ,
    Kai Chen
  11. VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models
    ACM MM 2024 ·
    Haodong Duan
    ,
    Junming Yang
    ,
    Yuxuan Qiao
    , Xinyu Fang,
    Lin Chen
    ,
    Yuan Liu
    ,
    Xiaoyi Dong
    ,
    Yuhang Zang
    ,
    Pan Zhang
    ,
    Jiaqi Wang
    ,
    Dahua Lin
    ,
    Kai Chen