δ-mem: Efficient Online Memory for Large Language Models
Jingdi Lei, Di Zhang, Junxian Li, Weida Wang, Kaixuan Fan, Xiang Liu, Qihan Liu, Xiaoteng Ma, Baian Chen, Soujanya Poria
Preprint, 2026
Exact Flow Linear Attention: Exact Solution from Continuous-Time Dynamics
Jingdi Lei, Di Zhang, Soujanya Poria
Preprint, 2025
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
Jingdi Lei, Varun Gumma, Rishabh Bhardwaj, Seok Min Lim, Chuan Li, Amir Zadeh, Soujanya Poria
ICLR 2026
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
Di Zhang*, Jingdi Lei*, Junxian Li*, Xunzhi Wang*, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou
CVPR 2025 (*: equal contribution)
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
Di Zhang*, Jianbo Wu*, Jingdi Lei*, Tong Che*, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou
NAACL 2025 (*: equal contribution)
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
Junxian Li*, Di Zhang*, Xunzhi Wang*, Zeying Hao*, Jingdi Lei, Qian Tan, Cai Zhou, Wei Liu, Yaotian Yang, Xinrui Xiong, Weiyun Wang, Zhe Chen, Wenhai Wang, Wei Li, Mao Su, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou
AAAI 2025
Control-R: Towards Controllable Test-Time Scaling
Di Zhang, Weida Wang, Junxian Li, Xunzhi Wang, Jiatong Li, Jianbo Wu, Jingdi Lei, Haonan He, Peng Ye, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou
Preprint, 2025
MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts
Jiatong Li, Yunqing Liu, Wei Liu, Jingdi Lei, Di Zhang, Wenqi Fan, Dongzhan Zhou, Yuqiang Li, Qing Li
IEEE Transactions on Knowledge and Data Engineering, 2026
Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory
Jingdi Lei, Tianqi Kang, Yuluan Cao, Shiwei Ren
Preprint, 2024
In-Vehicle Acoustic Event Detection Model Based on Deep Neural Network
Jingdi Lei, Yilin Cheng, Jing Wang, Liang Xu, Jianqian Zhang, Zhiyu Li
ICCSI 2023
