PPaperPicks

Songyang Zhang

ShanghaiTech University, Shanghai, China

24 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1902-1720 ↗

Venues

ACL ×9NeurIPS ×4EMNLP ×3NAACL ×3AAAI ×2CVPR ×1ECCV ×1ICCV ×1

Frequent coauthors

Kai Chen
×16
Dahua Lin
×11
Haodong Duan
×8
Wenwei Zhang
×6
Conghui He
×6
Hongwei Liu
×4
Yining Li
×3
Hang Yan
×3
Wei Li
×3
Jiaqi Wang
×3
Qi Zhang
×2
Jize Wang
×2

Papers

  1. Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains
    ACL 2026 ·
    Zhonghang Yuan
    ,
    Zhefan Wang
    ,
    Fang Hu
    ,
    Zihong Chen
    ,
    Jinzhe Li
    ,
    Gang Li
    ,
    Jie Ying
    ,
    Huanjun Kong
    , Songyang Zhang,
    Nanqing Dong
  2. Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
    AAAI 2026 ·
    Mingqi Wu
    ,
    Zhihao Zhang
    ,
    Qiaole Dong
    ,
    Zhiheng Xi
    ,
    Jun Zhao
    ,
    Senjie Jin
    ,
    Xiaoran Fan
    ,
    Yuhao Zhou
    ,
    Huijie Lv
    ,
    Ming Zhang
    ,
    Yanwei Fu
    ,
    Qin Liu
    , Songyang Zhang,
    Qi Zhang
  3. RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents
    ACL 2026 ·
    Jize Wang
    ,
    Han Wu
    ,
    Zhiyuan You
    ,
    Yiming Song
    ,
    Yijun Wang
    ,
    Zifei Shan
    ,
    Yining Li
    , Songyang Zhang,
    Xinyi Le
    ,
    Cailian Chen
    ,
    Xinping Guan
    ,
    Dacheng Tao
  4. Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
    ACL 2025 ·
    Qiming Ge
    ,
    Shuhao Xing
    ,
    Songyang Gao
    ,
    Yunhua Zhou
    ,
    Yicheng Zou
    , Songyang Zhang,
    Zhi Chen
    ,
    Hang Yan
    ,
    Qi Zhang
    ,
    Qipeng Guo
    ,
    Kai Chen
  5. CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
    EMNLP 2025 ·
    Shudong Liu
    ,
    Hongwei Liu
    ,
    Junnan Liu
    ,
    Linchen Xiao
    ,
    Songyang Gao
    ,
    Chengqi Lyu
    ,
    Yuzhe Gu
    ,
    Wenwei Zhang
    ,
    Derek F. Wong
    , Songyang Zhang,
    Kai Chen
  6. Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement
    ACL 2025 ·
    Maosongcao
    ,
    Taolin Zhang
    ,
    Mo Li
    ,
    Chuyu Zhang
    ,
    Yunxin Liu
    ,
    Conghui He
    ,
    Haodong Duan
    , Songyang Zhang,
    Kai Chen
  7. LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
    ICCV 2025 ·
    Jiahao Wang
    ,
    Ning Kang
    ,
    Lewei Yao
    ,
    Mengzhao Chen
    ,
    Chengyue Wu
    , Songyang Zhang,
    Shuchen Xue
    ,
    Yong Liu
    ,
    Taiqiang Wu
    ,
    Xihui Liu
    ,
    Kaipeng Zhang
    ,
    Shifeng Zhang
    ,
    Wenqi Shao
    ,
    Zhenguo Li
    ,
    Ping Luo
  8. OpenHuEval: Evaluating Large Language Model on Hungarian Specifics
    ACL 2025 ·
    Haote Yang
    ,
    Xingjian Wei
    ,
    Jiang Wu
    ,
    Noémi Ligeti-Nagy
    ,
    Jiaxing Sun
    ,
    Yinfan Wang
    ,
    Zijian Gyozo Yang
    ,
    Junyuan Gao
    ,
    Jingchao Wang
    ,
    Bowen Jiang
    ,
    Shasha Wang
    ,
    Nanjun Yu
    ,
    Zihao Zhang
    ,
    Shixin Hong
    ,
    Hongwei Liu
    ,
    Wei Li
    , Songyang Zhang,
    Dahua Lin
    ,
    Lijun Wu
    ,
    Gábor Prószéky
    ,
    Conghui He
  9. Rethinking Verification for LLM Code Generation: From Generation to Testing
    NeurIPS 2025 ·
    Zihan Ma
    ,
    Taolin Zhang
    ,
    Maosongcao
    ,
    Junnan Liu
    ,
    Wenwei Zhang
    ,
    Minnan Luo
    , Songyang Zhang,
    Kai Chen
  10. UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
    AAAI 2025 ·
    Baichuan Zhou
    ,
    Haote Yang
    ,
    Dairong Chen
    ,
    Junyan Ye
    ,
    Tianyi Bai
    ,
    Jinhua Yu
    , Songyang Zhang,
    Dahua Lin
    ,
    Conghui He
    ,
    Weijia Li
  11. Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks
    NAACL 2024 ·
    Chonghua Wang
    ,
    Haodong Duan
    , Songyang Zhang,
    Dahua Lin
    ,
    Kai Chen
  12. Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
    ACL 2024 ·
    Jiaxing Sun
    ,
    Weiquan Huang
    ,
    Jiang Wu
    ,
    Chenya Gu
    ,
    Wei Li
    , Songyang Zhang,
    Hang Yan
    ,
    Conghui He
  13. BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues
    NAACL 2024 ·
    Haodong Duan
    ,
    Jueqi Wei
    ,
    Chonghua Wang
    ,
    Hongwei Liu
    ,
    Yixiao Fang
    , Songyang Zhang,
    Dahua Lin
    ,
    Kai Chen
  14. Fake Alignment: Are LLMs Really Aligned Well?
    NAACL 2024 ·
    Yixu Wang
    ,
    Yan Teng
    ,
    Kexin Huang
    ,
    Chengqi Lyu
    , Songyang Zhang,
    Wenwei Zhang
    ,
    Xingjun Ma
    ,
    Yu-Gang Jiang
    ,
    Yu Qiao
    ,
    Yingchun Wang
  15. From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models
    CVPR 2024 ·
    Rongjie Li
    , Songyang Zhang,
    Dahua Lin
    ,
    Kai Chen
    ,
    Xuming He
  16. GTA: A Benchmark for General Tool Agents
    NeurIPS 2024 ·
    Jize Wang
    ,
    Zerun Ma
    ,
    Yining Li
    , Songyang Zhang,
    Cailian Chen
    ,
    Kai Chen
    ,
    Xinyi Le
  17. InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
    NeurIPS 2024 ·
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Zang
    ,
    Yuhang Cao
    ,
    Bin Wang
    ,
    Linke Ouyang
    , Songyang Zhang,
    Haodong Duan
    ,
    Wenwei Zhang
    ,
    Yining Li
    ,
    Hang Yan
    ,
    Yang Gao
    ,
    Zhe Chen
    ,
    Xinyue Zhang
    ,
    Wei Li
    ,
    Jingwen Li
    ,
    Wenhai Wang
    ,
    Kai Chen
    ,
    Conghui He
    ,
    Xingcheng Zhang
    ,
    Jifeng Dai
    ,
    Yu Qiao
    ,
    Dahua Lin
    ,
    Jiaqi Wang
  18. LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models
    ACL 2024 ·
    Xi Chen
    , Songyang Zhang,
    Qibing Bai
    ,
    Kai Chen
    ,
    Satoshi Nakamura
  19. LawBench: Benchmarking Legal Knowledge of Large Language Models
    EMNLP 2024 ·
    Zhiwei Fei
    ,
    Xiaoyu Shen
    ,
    Dawei Zhu
    ,
    Fengzhe Zhou
    ,
    Zhuo Han
    ,
    Alan Huang
    , Songyang Zhang,
    Kai Chen
    ,
    Zhixin Yin
    ,
    Zongwen Shen
    ,
    Jidong Ge
    ,
    Vincent Ng
  20. MMBench: Is Your Multi-modal Model an All-Around Player?
    ECCV 2024 ·
    Yuan Liu
    ,
    Haodong Duan
    ,
    Yuanhan Zhang
    ,
    Bo Li
    , Songyang Zhang,
    Wangbo Zhao
    ,
    Yike Yuan
    ,
    Jiaqi Wang
    ,
    Conghui He
    ,
    Ziwei Liu
    ,
    Kai Chen
    ,
    Dahua Lin
  21. MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark
    ACL 2024 ·
    Hongwei Liu
    ,
    Zilong Zheng
    ,
    Yuxuan Qiao
    ,
    Haodong Duan
    ,
    Zhiwei Fei
    ,
    Fengzhe Zhou
    ,
    Wenwei Zhang
    , Songyang Zhang,
    Dahua Lin
    ,
    Kai Chen
  22. 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
  23. ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
    EMNLP 2024 ·
    Jingming Zhuo
    , Songyang Zhang,
    Xinyu Fang
    ,
    Haodong Duan
    ,
    Dahua Lin
    ,
    Kai Chen
  24. T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step
    ACL 2024 ·
    Zehui Chen
    ,
    Weihua Du
    ,
    Wenwei Zhang
    ,
    Kuikun Liu
    ,
    Jiangning Liu
    ,
    Miao Zheng
    ,
    Jingming Zhuo
    , Songyang Zhang,
    Dahua Lin
    ,
    Kai Chen
    ,
    Feng Zhao