Pingjie Wang

PhD student, Shanghai Jiaotong University

Joined

May 2023

Names

Pingjie Wang (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.
Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang 0001, Yu Wang 0027
- CoRR 2025
- Readers: Everyone
When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs
Hongcheng Liu, Pingjie Wang, Yuhao Wang, Siqu Ou, Yanfeng Wang, Yu Wang
- CoRR 2025
- Readers: Everyone
Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains
Pingjie Wang, Hongcheng Liu, Yusheng Liao, Ziqing Fan, Yaxin Du, Shuo Tang, Yanfeng Wang, Yu Wang
- Submitted to ICLR 2026
- Readers: Everyone
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection
Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
- CoRR 2025
- Readers: Everyone
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
- CoRR 2025
- Readers: Everyone
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
- ICLR 2025
- Readers: Everyone
AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language Model
Zihan Zhao, Pingjie Wang, Liudan Zhao, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yanfeng Wang, Yu Wang
- ICASSP 2025
- Readers: Everyone
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, Yiqiu Guo, Yanfeng Wang, Yu Wang
- CoRR 2025
- Readers: Everyone
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
- ICLR 2025 Oral
- Readers: Everyone

View all 19 publications

Co-Authors

View all 30 co-authors