Xinyu Dai

Full Professor, Artificial Intelligence, Nanjing University

Joined

July 2019

Names

Xinyu Dai (Preferred)

Xin-Yu Dai

Emails

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

Personal Links

Career & Education History

Full Professor

Artificial Intelligence, Nanjing University (nju.edu.cn)

2016 – Present

Advisors, Relations & Conflicts

PhD Advisor

Jiajun Chen

1999 – 2005

Expertise

natural language processing

2000 – 2024

Publications

Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
Shangyu Xing, Siyuan Wang, Chenyuan Yang, Xinyu Dai, Xiang Ren
- ICLR 2026 Poster
- Readers: Everyone
GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models
Shangyu Xing, Changhao Xiang, Han Yuteng, Yue YIfan, Zhen Wu, Xinyu Liu, Zhangtai Wu, Fei Zhao, Xinyu Dai
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
Yidong Wang, Yunze Song, Tingyuan Zhu, Xuanwang Zhang, Zhuohao Yu, Hao Chen, Chiyu Song, Qiufeng Wang, Zhen Wu, Xinyu Dai, Yue Zhang, Cunxiang Wang, Wei Ye, Shikun Zhang
- ICLR 2026 Poster
- Readers: Everyone
AutoSurvey: Large Language Models Can Automatically Write Surveys
Yidong Wang, Qi Guo, Wenjin Yao, Hongbo Zhang, Xin Zhang, Zhen Wu, Meishan Zhang, Xinyu Dai, Min zhang, Qingsong Wen, Wei Ye, Shikun Zhang, Yue Zhang
- NeurIPS 2024 poster
- Readers: Everyone
Focus & Gating: A Multimodal Approach for Unveiling Relations in Noisy Social Media
Liang He, Hongke Wang, Zhen Wu, Jianbing Zhang, Xinyu Dai, Jiajun Chen
- MM2024 Poster
- Readers: Everyone
BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction
Nantao Zheng, Siyu Long, Xinyu Dai
- OpenReview Archive Direct Upload
- Readers: Everyone
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
Junwei Yang, Kangjie Zheng, Siyu Long, Zaiqing Nie, Ming Zhang, Xinyu Dai, Wei-Ying Ma, Hao Zhou
- ICML 2024 Poster
- Readers: Everyone
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
- ICML 2024 Poster
- Readers: Everyone
Multi-Scale Protein Language Model for Unified Molecular Modeling
Kangjie Zheng, Siyu Long, Tianyu Lu, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
- Submitted to ICLR 2024
- Readers: Everyone
Dynamic Demonstrations Controller for In-Context Learning
Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai
- Submitted to ICLR 2024
- Readers: Everyone

View all 36 publications

Co-Authors

View all 93 co-authors