CV

Download PDF: Jiaqi_Li_CV.pdf

Education

• University of Warwick, Coventry, United Kingdom
  PhD in Computer Science, 2024 - present
  Supervisor: Yu Guan; Advisors: Victor Sanchez, Weiren Yu
• The University of Hong Kong, Hong Kong, China
  MSc in Computer Science, 2022 - 2023
• Zhejiang University of Technology, Hangzhou, China
  BSc in Information and Computing Science, 2018 - 2022
  Minor: Computer Science and Technology

Research Interests

• Long video understanding
• Multimodal models
• Video temporal grounding
• Embodied AI
• Robot task and motion planning
• Human pose estimation

Research Experience

• Research Assistant, University of Warwick, Coventry, United Kingdom
  Dec 2024 - Mar 2025
  Advisor: Yu Guan
• Research Assistant, The Hong Kong University of Science and Technology, Hong Kong, China
  Oct 2023 - May 2024
  Advisors: Yi Yang, Zhitao Yin

Teaching and Invited Talk

• Guest Lecture, Video Forensics and Video Compression
  CS355 Digital Forensics, University of Warwick, March 2026

Academic Service

• Workshop Program Chair
  CVPR International Workshop on Vision Intelligence for Real-world Challenges (AI4RWC) 2026
• Conference Reviewer
  IJCAI 2025, 2026; ICCV 2025; AAAI 2025; ICML 2026; ACL ARR 2026

Selected Publications

• Jiaqi Li, Guangming Wang, Shuntian Zheng, Minzhe Ni, Xiaoman Lu, Guanghui Ye, Yu Guan . "Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization." Association for Computational Linguistics (ACL), 2026. Top 1% Overall Assessment
• Jiaqi Li, Shuntian Zheng, Yixian Shen, Jia-Hong Huang, Xiaoman Lu, Minzhe Ni, Yu Guan . "Keeping the Evidence Chain: Semantic Evidence Allocation for Training-Free Token Pruning in Video Temporal Grounding." Under review, 2026.
• Jiaqi Li, Yixuan Tang, Yi Yang . "Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning." Findings of the Association for Computational Linguistics: ACL, 2025.
• Shuntian Zheng, Jiaqi Li, Guangming Wang, Minzhe Ni, Arnad Palit, Giovanni Montana, Yu Guan . "Person Parametric Physics-informed Representation for mmWave-based Human Pose Estimation." Under review, 2026.
• Shuntian Zheng, Jiaqi Li, Minzhe Ni, Xiaoman Lu, Yu Guan . "Why Learn What Physics Already Knows? Realizing Agile mmWave-based Human Pose Estimation via Physics-Guided Preprocessing." IEEE International Conference on Multimedia and Expo (ICME), 2026.
• Qianwei Zhou, Jintao Wang, Jiaqi Li, Chen Zhou, Haigen Hu, Keli Hu . "RMFDNet: Redundant and Missing Feature Decoupling Network for Salient Object Detection." Engineering Applications of Artificial Intelligence, 2025.
• Chenggang Lu, Jiaqi Li . "Hot Topic Clustering based on Gaussian Mixture Model built-in DTW." IEEE International Conference on Pattern Recognition and Machine Learning (PRML), 2023.
• Guanghui Ye, Huan Zhao, Qin Zhu, Fengnan Li, Jiaqi Li, Yixian Shen, Zhonghao Ren, Zhihua Jiang . "Automatic and Reliable Faithfulness Evaluation for Scientific Text-to-Image Generation with LMMs." Under review, 2026.
• Guanghui Ye, Huan Zhao, Yixian Shen, Jiaqi Li, Fengnan Li, Zhihua Jiang, Keqin Li . "Generating Multi-Modal Knowledge Clues as an Image: Towards Improving Image-Sequence Reasoning with Assisted Visual Input." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2026.

Patents

• A method for calibrating the longitude and latitude of aerial image pixels. Patent No. CN115457124A.
• A Remote Ischemic Preconditioning Training System and Method. Patent No. CN107512239A. Co-inventor.
• A Passenger Seat Belt Status Monitoring System. Patent No. CN108461158A.