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2020 – today
- 2026
[c9]Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth De Mel, Jiawei Han:
Zero-Shot Open-Schema Entity Structure Discovery. EACL (Volume 1: Long Papers) 2026: 7547-7561- [i19]Tianxin Wei, Ting-Wei Li, Zhining Liu, Xuying Ning, Ze Yang, Jiaru Zou, Zhichen Zeng, Ruizhong Qiu, Xiao Lin, Dongqi Fu, Zihao Li, Mengting Ai, Duo Zhou, Wenxuan Bao, Yunzhe Li, Gaotang Li, Cheng Qian, Yu Wang, Xiangru Tang, Yin Xiao, Liri Fang, Hui Liu, Xianfeng Tang, Yuji Zhang, Chi Wang, Jiaxuan You, Heng Ji, Hanghang Tong, Jingrui He:
Agentic Reasoning for Large Language Models. CoRR abs/2601.12538 (2026) - [i18]Baoyu Jing, Sanhorn Chen, Lecheng Zheng, Boyu Liu, Zihao Li, Jiaru Zou, Tianxin Wei, Zhining Liu, Zhichen Zeng, Ruizhong Qiu, Xiao Lin, Yuchen Yan, Dongqi Fu, Jingchao Ni, Jingrui He, Hanghang Tong:
TSAQA: Time Series Analysis Question And Answering Benchmark. CoRR abs/2601.23204 (2026) - [i17]Sirui Chen, Yunzhe Qi, Mengting Ai, Yifan Sun, Ruizhong Qiu, Jiaru Zou, Jingrui He:
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning. CoRR abs/2602.17835 (2026) - [i16]Xuying Ning, Dongqi Fu, Tianxin Wei, Mengting Ai, Jiaru Zou, Ting-Wei Li, Hanghang Tong, Yada Zhu, Hendrik F. Hamann, Jingrui He:
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains. CoRR abs/2603.00873 (2026) - 2025
- [c8]Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He:
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation. ACL (Findings) 2025: 6921-6936 - [c7]Jiaru Zou, Qing Wang, Pratyush Thakur, Nickvash Kani:
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing. ACL (Findings) 2025: 8183-8199 - [c6]Zihao Li, Feihao Fang, Xitong Zhang, Jiaru Zou, Zhining Liu, Wei Xiong, Ziwei Wu, Baoyu Jing, Jingrui He:
Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity. EMNLP (Findings) 2025: 3426-3455 - [i15]Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik F. Hamann, Hanghang Tong, Jingrui He:
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative. CoRR abs/2502.08942 (2025) - [i14]Jiaru Zou, Dongqi Fu, Sirui Chen, Xinrui He, Zihao Li, Yada Zhu, Jiawei Han, Jingrui He:
GTR: Graph-Table-RAG for Cross-Table Question Answering. CoRR abs/2504.01346 (2025) - [i13]Jiaru Zou, Yikun Ban, Zihao Li, Yunzhe Qi, Ruizhong Qiu, Ling Yang, Jingrui He:
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning. CoRR abs/2505.16270 (2025) - [i12]Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell Giammona, Geeth de Mel, Jiawei Han:
Zero-Shot Open-Schema Entity Structure Discovery. CoRR abs/2506.04458 (2025) - [i11]Jiaru Zou, Ling Yang, Jingwen Gu, Jiahao Qiu, Ke Shen, Jingrui He, Mengdi Wang:
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs. CoRR abs/2506.18896 (2025) - [i10]Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He:
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning. CoRR abs/2510.06217 (2025) - [i9]Zhaochen Yu, Ling Yang, Jiaru Zou, Shuicheng Yan, Mengdi Wang:
Demystifying Reinforcement Learning in Agentic Reasoning. CoRR abs/2510.11701 (2025) - [i8]Jiaru Zou, Xiyuan Yang, Ruizhong Qiu, Gaotang Li, Katherine Tieu, Pan Lu, Ke Shen, Hanghang Tong, Yejin Choi, Jingrui He, James Zou, Mengdi Wang, Ling Yang:
Latent Collaboration in Multi-Agent Systems. CoRR abs/2511.20639 (2025) - [i7]Jiaru Zou, Ling Yang, Yunzhe Qi, Sirui Chen, Mengting Ai, Ke Shen, Jingrui He, Mengdi Wang:
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning. CoRR abs/2512.13278 (2025) - 2024
- [c5]Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang
:
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning. EMNLP (Findings) 2024: 10288-10305 - [c4]Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang:
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. EMNLP (Findings) 2024: 10306-10323 - [c3]Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang:
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing. EMNLP 2024: 19433-19451 - [c2]Yikun Ban, Jiaru Zou, Zihao Li, Yunzhe Qi, Dongqi Fu, Jian Kang, Hanghang Tong, Jingrui He:
PageRank Bandits for Link Prediction. NeurIPS 2024 - [i6]Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang:
CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing. CoRR abs/2403.13583 (2024) - [i5]Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang:
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning. CoRR abs/2407.02211 (2024) - [i4]Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He:
LLM-Forest for Health Tabular Data Imputation. CoRR abs/2410.21520 (2024) - [i3]Jiaru Zou, Qing Wang, Pratyush Thakur, Nickvash Kani:
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing. CoRR abs/2411.00387 (2024) - [i2]Yikun Ban, Jiaru Zou, Zihao Li, Yunzhe Qi, Dongqi Fu, Jian Kang, Hanghang Tong, Jingrui He:
PageRank Bandits for Link Prediction. CoRR abs/2411.01410 (2024) - 2023
- [c1]Yunzhe Qi, Yikun Ban, Tianxin Wei, Jiaru Zou, Huaxiu Yao, Jingrui He:
Meta-Learning with Neural Bandit Scheduler. NeurIPS 2023 - [i1]Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang:
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. CoRR abs/2312.09039 (2023) - 2021
- [j1]Jun Cao, Kacper Grajcar, Xiaocai Shan, Yifan Zhao, Jiaru Zou, Liangyu Chen, Zhiqing Li, Richard Grunewald, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Daniel Blackburn, Ptolemaios G. Sarrigiannis:
Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity. Biomed. Signal Process. Control. 67: 102554 (2021)
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