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.
