Dai, Xinyu

12 publications

ICLR 2026 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 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

NeurIPS 2024 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

ICML 2024 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 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

NeurIPSW 2022 Out-of-Distribution Generalization Challenge in Dialog State Tracking Jiasheng Ye, Yawen Ouyang, Zhen Wu, Xinyu Dai

NeurIPS 2022 Zero-Shot 3D Drug Design by Sketching and Generating Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou

IJCAI 2021 MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification Pengfei Sun, Yawen Ouyang, Wenming Zhang, Xinyu Dai

AAAI 2020 Generating Diverse Translation by Manipulating Multi-Head Attention Zewei Sun, Shujian Huang, Hao-Ran Wei, Xinyu Dai, Jiajun Chen

JAIR 2017 A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing Hao Zhou, Yue Zhang, Chuan Cheng, Shujian Huang, Xinyu Dai, Jiajun Chen

IJCAI 2017 AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu

IJCAI 2017 Deep Matrix Factorization Models for Recommender Systems Hong-Jian Xue, Xinyu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen