Jingyao Wang

Jingyao Wang

PhD Student

Institute of Software Chinese Academy of Sciences

Research Interests

MLLM/LLM Reasoning
Embodied AI
Transfer Learning

About

I am a second-year PhD student at ISCAS, UCAS, advised by Prof. Changwen Zheng

Prior to this, I obtained a B.E. degree with First Class Honours in Beijing University of Technology.

My research interest includes MLLM/LLM Reasoning, Embodied AI, and Transfer Learning. I am maintaining two popular projects on LLM post-training and meta-learning Awesome-GRPO and Awesome-META+

News

2026-07

Two works have been accepted by ACMMM 2026 ๐ŸŽ‰

2026-05

One work has been accepted by ICML 2026 ๐ŸŽ‰

2026-02

One work has been accepted by CVPR 2026 ๐ŸŽ‰

2026-01

One work has been accepted by WWW 2026 ๐ŸŽ‰

2025-11

One work has been accepted by ASOC ๐ŸŽ‰

2025-10

Two works have been accepted by AAAI 2026 ๐ŸŽ‰

2025-09

One work has been accepted by NeurIPS 2025 ๐ŸŽ‰

2025-07

One work has been accepted by ACMMM 2025 ๐ŸŽ‰

2025-05

Two works have been accepted by ICML 2025 ๐ŸŽ‰

2024-07

One work has been accepted by TMM ๐ŸŽ‰

2024-05

One work has been accepted by IJCV ๐ŸŽ‰

2024-04

One work has been accepted by IJCAI 2024 ๐ŸŽ‰

2023-02

One work has been accepted by ACM TOMM ๐ŸŽ‰

Selected Publications

View All โ†’

Towards the causal complete cause of multi-modal representation learning

Jingyao Wang, Siyu Zhao, Wenwen Qiangโ€ , Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong

ICML

Advancing complex wide-area scene understanding with hierarchical coresets selection

Jingyao Wang, Yiming Chen, Lingyu Siโ€ , Changwen Zheng

ACM MM

Learning to think: Information-theoretic reinforcement fine-tuning for llms

Jingyao Wang, Wenwen Qiangโ€ , Zeen Song, Changwen Zheng, Hui Xiong

NeurIPS

Towards task sampler learning for meta-learning

Jingyao Wang, Wenwen Qiangโ€ , Xingzhe Su, Changwen Zheng, Fuchun Sun, Hui Xiong

International Journal of Computer Vision

Image-based freeform handwriting authentication with energy-oriented self-supervised learning

Jingyao Wang, Luntian Mouโ€ , Changwen Zheng, Wen Gao

IEEE Transactions on Multimedia