PPaperPicks

Ziyang Luo

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

ACL ×8EMNLP ×5AAAI ×2CVPR ×2ACM MM ×1ICCV ×1ICLR ×1NAACL ×1WWW ×1

Frequent coauthors

Jing Ma
×17
Hongzhan Lin
×14
Kaixin Li
×7
Yuchen Tian
×6
Nian Liu
×3
Fahad Khan
×3
Junwei Han
×3
Ruichao Yang
×3
Zixin Chen
×3
Guang Chen
×3
Zhiyong Huang
×3
Wei Gao
×2

Papers

  1. AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation
    AAAI 2026 · Ziyang Luo,
    Nian Liu
    ,
    Fahad Shahbaz Khan
    ,
    Junwei Han
  2. Dialectical Structured Reasoning for Explainable Multimodal Fake News Detection
    ACL 2026 ·
    Ruichao Yang
    ,
    Yufan Bian
    ,
    Wei Gao
    ,
    Bowen Zhang
    ,
    Jing Ma
    ,
    Hongzhan Lin
    , Ziyang Luo,
    Xiaobin Zhu
    ,
    Xucheng Yin
  3. DiffCoT: Diffusion-styled Chain-of-Thought Reasoning in LLMs
    ACL 2026 ·
    Shidong Cao
    ,
    Hongzhan Lin
    ,
    Yuxuan Gu
    , Ziyang Luo,
    Jing Ma
  4. From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
    ACL 2026 ·
    Jinghao Luo
    ,
    Yuchen Tian
    ,
    Chuxue Cao
    , Ziyang Luo,
    Hongzhan Lin
    ,
    Kaixin Li
    ,
    Chuyi Kong
    ,
    Ruichao Yang
    ,
    Jing Ma
  5. AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness
    ACL 2025 ·
    Zixin Chen
    ,
    Hongzhan Lin
    ,
    Kaixin Li
    , Ziyang Luo,
    Zhen Ye
    ,
    Guang Chen
    ,
    Zhiyong Huang
    ,
    Jing Ma
  6. Aria-UI: Visual Grounding for GUI Instructions
    ACL 2025 ·
    Yuhao Yang
    ,
    Yue Wang
    ,
    Dongxu Li
    , Ziyang Luo,
    Bei Chen
    ,
    Chao Huang
    ,
    Junnan Li
  7. CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
    AAAI 2025 ·
    Yuchen Tian
    ,
    Weixiang Yan
    ,
    Qian Yang
    ,
    Xuandong Zhao
    ,
    Qian Chen
    ,
    Wen Wang
    , Ziyang Luo,
    Lei Ma
    ,
    Dawn Song
  8. MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique
    EMNLP 2025 ·
    Gailun Zeng
    , Ziyang Luo,
    Hongzhan Lin
    ,
    Yuchen Tian
    ,
    Kaixin Li
    ,
    Ziyang Gong
    ,
    Jianxiong Guo
    ,
    Jing Ma
  9. MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models
    EMNLP 2025 ·
    Zixin Chen
    ,
    Hongzhan Lin
    ,
    Kaixin Li
    , Ziyang Luo,
    Yayue Deng
    ,
    Jing Ma
  10. SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs
    ACL 2025 ·
    Chuyi Kong
    , Ziyang Luo,
    Hongzhan Lin
    ,
    Zhiyuan Fan
    ,
    Yaxin Fan
    ,
    Yuxi Sun
    ,
    Jing Ma
  11. ScratchEval: Are GPT-4o Smarter than My Child? Evaluating Large Multimodal Models with Visual Programming Challenges
    NAACL 2025 ·
    Rao Fu
    , Ziyang Luo,
    Hongzhan Lin
    ,
    Zhen Ye
    ,
    Jing Ma
  12. ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
    ACM MM 2025 ·
    Kaixin Li
    ,
    Ziyang Meng
    ,
    Hongzhan Lin
    , Ziyang Luo,
    Yuchen Tian
    ,
    Jing Ma
    ,
    Zhiyong Huang
    ,
    Tat-Seng Chua
  13. TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models
    ICCV 2025 · Ziyang Luo,
    Nian Liu
    ,
    Xuguang Yang
    ,
    Salman Khan
    ,
    Rao Muhammad Anwer
    ,
    Hisham Cholakkal
    ,
    Fahad Shahbaz Khan
    ,
    Junwei Han
  14. Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models
    ACL 2025 · Ziyang Luo,
    Kaixin Li
    ,
    Hongzhan Lin
    ,
    Yuchen Tian
    ,
    Mohan S. Kankanhalli
    ,
    Jing Ma
  15. VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation
    CVPR 2025 · Ziyang Luo,
    Haoning Wu
    ,
    Dongxu Li
    ,
    Jing Ma
    ,
    Mohan S. Kankanhalli
    ,
    Junnan Li
  16. AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation
    EMNLP 2024 · Ziyang Luo,
    Xin Li
    ,
    Hongzhan Lin
    ,
    Jing Ma
    ,
    Lidong Bing
  17. CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models
    ACL 2024 ·
    Zixin Chen
    ,
    Hongzhan Lin
    , Ziyang Luo,
    Mingfei Cheng
    ,
    Jing Ma
    ,
    Guang Chen
  18. MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems
    EMNLP 2024 ·
    Kaixin Li
    ,
    Yuchen Tian
    ,
    Qisheng Hu
    , Ziyang Luo,
    Zhiyong Huang
    ,
    Jing Ma
  19. Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models
    WWW 2024 ·
    Hongzhan Lin
    , Ziyang Luo,
    Wei Gao
    ,
    Jing Ma
    ,
    Bo Wang
    ,
    Ruichao Yang
  20. Towards Low-Resource Harmful Meme Detection with LMM Agents
    EMNLP 2024 ·
    Jianzhao Huang
    ,
    Hongzhan Lin
    ,
    Ziyan Liu
    , Ziyang Luo,
    Guang Chen
    ,
    Jing Ma
  21. VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning
    CVPR 2024 · Ziyang Luo,
    Nian Liu
    ,
    Wangbo Zhao
    ,
    Xuguang Yang
    ,
    Dingwen Zhang
    ,
    Deng-Ping Fan
    ,
    Fahad Khan
    ,
    Junwei Han
  22. WizardCoder: Empowering Code Large Language Models with Evol-Instruct
    ICLR 2024 · Ziyang Luo,
    Can Xu
    ,
    Pu Zhao
    ,
    Qingfeng Sun
    ,
    Xiubo Geng
    ,
    Wenxiang Hu
    ,
    Chongyang Tao
    ,
    Jing Ma
    ,
    Qingwei Lin
    ,
    Daxin Jiang