Hi there! 👋, I’m Yue Ding(丁悦), the first year Ph.D student at New Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences (CASIA), supervised by Prof. Liang Wang and Prof. Qiang Liu.
Currently, I am a research intern at Kling Team, Kuaishou Technology, under the guidance of Yuanxing Zhang.
Now my research focuses on Video Understanding and audio-visual understanding.

📝 Publications

^* indicates equal contribution.

• [Preprint] AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
  Xinlong Chen, Yue Ding, Weihong Lin, Jingyun Hua, Linli Yao, Yang Shi, Bozhou Li, Yuanxing Zhang, Qiang Liu, Pengfei Wan, Liang Wang, Tieniu Tan

• [Preprint] Realunify: Do unified models truly benefit from unification? A Comprehensive Benchmark
  Yang Shi, Yuhao Dong, Yue Ding, Yuran Wang, Xuanyu Zhu, Sheng Zhou, Wenting Liu, Haochen Tian, Rundong Wang, Huanqian Wang, Zuyan Liu, Bohan Zeng, Ruizhe Chen, Qixun Wang, Zhuoran Zhang, Xinlong Chen, Chengzhuo Tong, Bozhou Li, Chaoyou Fu, Qiang Liu, Haotian Wang, Wenjing Yang, Yuanxing Zhang, Pengfei Wan, Yi-Fan Zhang, Ziwei Liu

• [Preprint] Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention
  Yichi Zhang, Yue Ding, Jingwen Yang, Tianwei Luo, Dongbai Li, Ranjie Duan, Qiang Liu, Hang Su, Yinpeng Dong, Jun Zhu

• [Preprint] $\text{D}^2$HScore: Reasoning-Aware Hallucination Detection via Semantic Breadth and Depth Analysis in LLMs
  Yue Ding, Xiaofang Zhu, Tianze Xia, Junfei Wu, Xinlong Chen, Qiang Liu, Liang Wang

• [EMNLP 2025] SHARP: Steering Hallucination in LVLMs via Representation Engineering
  Junfei Wu^*, Yue Ding^*, Guofan Liu, Tianze Xia, Ziyue Huang, Dianbo Sui, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan

• [EMNLP 2025] Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models
  Qiang Liu, Xinlong Chen, Yue Ding, Bowen Song, Weiqiang Wang, Shu Wu, Liang Wang

📖 Educations

• 2025.09 - 2030.06 (expected), New Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences(CASIA)
• 2021.09 - 2025.06, the School of Software, Harbin Institute of Technology(HIT)

💻 Internships

• 2025.08 - present, Kling AI, Kuaishou Technology, Beijing