Huber Additive Models for Non-stationary Time Series Analysis. - Yingjie Wang 007; Xianrui Zhong; Fengxiang He; Hong Chen 004; Dacheng Tao (ICLR, 2022)

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. - Ming Zhong 005; Siru Ouyang; Yizhu Jiao; Priyanka Kargupta; Leo Luo; Yanzhen Shen; Bobby Zhou; Xianrui Zhong; Xuan Liu 009; Hongxiang Li; Jinfeng Xiao; Minhao Jiang; et al. (EMNLP (Demos), 2023)

ActionIE: Action Extraction from Scientific Literature with Programming Languages. - Xianrui Zhong; Yufeng Du; Siru Ouyang; Ming Zhong 005; Tingfeng Luo; Qirong Ho; Hao Peng 009; Heng Ji 001; Jiawei Han 001 (ACL (1), 2024)

DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation. - Jiashuo Sun; Xianrui Zhong; Sizhe Zhou; Jiawei Han 001 (CoRR, 2025)

Benchmarking Retrieval-Augmented Generation for Chemistry. - Xianrui Zhong; Bowen Jin; Siru Ouyang; Yanzhen Shen; Qiao Jin 001; Yin Fang; Zhiyong Lu; Jiawei Han 001 (CoRR, 2025)

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning. - Yin Fang; Qiao Jin 001; Guangzhi Xiong; Bowen Jin; Xianrui Zhong; Siru Ouyang; Aidong Zhang; Jiawei Han 001; Zhiyong Lu (CoRR, 2025)

A Second-Order Continuous-Time Noise-Shaping SAR ADC With Ping-Pong DACs and Gm-OTA-C Integrator. - Xianrui Zhong; Guolong Fu; Yanbo Zhang; Zhangming Zhu (IEEE Trans. Very Large Scale Integr. Syst., 2025)

FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models. - Xuan Liu 009; Siru Ouyang; Xianrui Zhong; Jiawei Han 001; Huimin Zhao 007 (CoRR, 2025)