Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity. - Jun Cao; Kacper Grajcar; Xiaocai Shan; Yifan Zhao 001; Jiaru Zou; Liangyu Chen; Zhiqing Li; Richard Grunewald; Panagiotis Zis; Matteo De Marco; Zoe C. Unwin; Daniel Blackburn; et al. (Biomed. Signal Process. Control., 2021)

Meta-Learning with Neural Bandit Scheduler. - Yunzhe Qi; Yikun Ban; Tianxin Wei; Jiaru Zou; Huaxiu Yao; Jingrui He (NeurIPS, 2023)

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing. - Xinyi He; Jiaru Zou; Yun Lin; Mengyu Zhou; Shi Han; Zejian Yuan; Dongmei Zhang 001 (EMNLP, 2024)

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. - Yuan Sui; Jiaru Zou; Mengyu Zhou; Xinyi He; Lun Du; Shi Han; Dongmei Zhang 001 (EMNLP (Findings), 2024)

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning. - Jiaru Zou; Mengyu Zhou; Tao Li; Shi Han; Dongmei Zhang 001 (EMNLP (Findings), 2024)

PageRank Bandits for Link Prediction. - Yikun Ban; Jiaru Zou; Zihao Li 006; Yunzhe Qi; Dongqi Fu; Jian Kang 008; Hanghang Tong; Jingrui He (NeurIPS, 2024)

CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing. - Xinyi He; Jiaru Zou; Yun Lin; Mengyu Zhou; Shi Han; Zejian Yuan; Dongmei Zhang 001 (CoRR, 2024)

LLM-Forest for Health Tabular Data Imputation. - Xinrui He; Yikun Ban; Jiaru Zou; Tianxin Wei; Curtiss B. Cook; Jingrui He (CoRR, 2024)

LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation. - Xinrui He; Yikun Ban; Jiaru Zou; Tianxin Wei; Curtiss B. Cook; Jingrui He (ACL (Findings), 2025)

STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing. - Jiaru Zou; Qing Wang; Pratyush Thakur; Nickvash Kani (ACL (Findings), 2025)

Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative. - Zihao Li 006; Xiao Lin; Zhining Liu 002; Jiaru Zou; Ziwei Wu; Lecheng Zheng; Dongqi Fu; Yada Zhu; Hendrik F. Hamann; Hanghang Tong; Jingrui He (CoRR, 2025)

GTR: Graph-Table-RAG for Cross-Table Question Answering. - Jiaru Zou; Dongqi Fu; Sirui Chen; Xinrui He; Zihao Li 006; Yada Zhu; Jiawei Han 001; Jingrui He (CoRR, 2025)

Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning. - Jiaru Zou; Yikun Ban; Zihao Li 006; Yunzhe Qi; Ruizhong Qiu; Ling Yang; Jingrui He (CoRR, 2025)

Zero-Shot Open-Schema Entity Structure Discovery. - Xueqiang Xu; Jinfeng Xiao; James Barry; Mohab Elkaref; Jiaru Zou; Pengcheng Jiang; Yunyi Zhang 001; Maxwell Giammona; Geeth de Mel; Jiawei Han 001 (CoRR, 2025)

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs. - Jiaru Zou; Ling Yang; Jingwen Gu; Jiahao Qiu; Ke Shen; Jingrui He; Mengdi Wang (CoRR, 2025)