Heng Tao Shen

Full Professor, School of Computer Science and Technology, Tongji University

Joined

February 2019

Names

Heng Tao Shen (Preferred)

Hengtao Shen

Emails

****@hotmail.com (Confirmed)

****@tongji.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Computer Science and Technology, Tongji University (tongji.edu.cn)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Beng Chin Ooi

2000 – 2004

Expertise

Multimedia

Present

Computer Vision

Present

Artificial Intelligence

Present

Publications

A Closer Look at Conditional Prompt Tuning for Vision-Language Models
Ji Zhang, Shihan Wu, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen
- International Journal of Computer Vision
- Readers: Everyone
InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning
Ji Zhang, Shihan Wu, Xu Luo, Hao Wu, Lianli Gao, Heng Tao Shen, Jingkuan Song
- IEEE International Conference on Robotics & Automation
- Readers: Everyone
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves
Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
- IEEE/CVF Conference on Computer Vision and Pattern Recognition
- Readers: Everyone
Implicit Counterfactual Learning for Audio-Visual Segmentation
Mingfeng Zha, Tianyu Li, Guoqing Wang, Peng Wang, Yangyang Wu, Yang Yang, Heng Tao Shen
- OpenReview Archive Direct Upload
- Readers: Everyone
MemoryField: Exploiting Gravitational Field for Long-term Memory Management
Chenghao Li, Chaoning Zhang, Yi Lu, Xudong Wang, Qigan Sun, Jiaquan Zhang, Xinyu Zhang, Guoqing Wang, Choong Seon Hong, Tae-Ho Kim, Malu Zhang, Jiwei Wei, Yang Yang, Heng Tao Shen
- Submitted to ICLR 2026
- Readers: Everyone
Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
Chenghao Li, Chaoning Zhang, Shuxu Chen, Qigan Sun, Xudong Wang, Jiaquan Zhang, Fachrina Dewi Puspitasari, Tae-Ho Kim, Jiwei Wei, Malu Zhang, Guoqing Wang, Yang Yang, Heng Tao Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning
Shenshen Li, Kaiyuan Deng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Heng Tao Shen, Xing Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Policy Contrastive Decoding for Robotic Foundation Models
Shihan Wu, Xu Luo, Ji Zhang, Junlin Xie, Jingkuan Song, Heng Tao Shen, Lianli Gao
- ICLR 2026 Poster
- Readers: Everyone
Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization
Jiaquan Zhang, Xudong Wang, Chaoning Zhang, Chenghao Li, Qigan Sun, Sung-Ho Bae, Peng Wang, Ning Xie, Jie Zou, Yang Yang, Heng Tao Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RAG-FGO: Enhancing RAG with Fungal Growth Optimizer for LLM Agents
Qigan Sun, Xudong Wang, Chaoning Zhang, Chenghao Li, Jiaquan Zhang, Jiehui Xie, Sungyoung Lee, Jie Zou, Ning Xie, Peng Wang, Yang Yang, Heng Tao Shen
- Submitted to ICLR 2026
- Readers: Everyone

View all 566 publications

Co-Authors

View all 631 co-authors