Jiaru Zou

29 papers A* 3Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Reasoning for Large Language Models.
CoRR
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
2026 J jnl
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning.
CoRR
Sirui Chen, Yunzhe Qi, Mengting Ai, Yifan Sun, Ruizhong Qiu, Jiaru Zou, Jingrui He
2026 J jnl
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains.
CoRR
Xuying Ning, Dongqi Fu, Tianxin Wei, Mengting Ai, Jiaru Zou, Ting-Wei Li, Hanghang Tong, Yada Zhu, Hendrik F. Hamann, Jingrui He
2026 J jnl
TSAQA: Time Series Analysis Question And Answering Benchmark.
CoRR
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
2026 — conf
Zero-Shot Open-Schema Entity Structure Discovery.
EACL (Volume 1: Long Papers)
Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth de Mel, Jiawei Han
2025 J jnl
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning.
CoRR
Jiaru Zou, Ling Yang, Yunzhe Qi, Sirui Chen, Mengting Ai, Ke Shen, Jingrui He, Mengdi Wang
2025 J jnl
Demystifying Reinforcement Learning in Agentic Reasoning.
CoRR
Zhaochen Yu, Ling Yang, Jiaru Zou, Shuicheng Yan, Mengdi Wang
2025 J jnl
GTR: Graph-Table-RAG for Cross-Table Question Answering.
CoRR
Jiaru Zou, Dongqi Fu, Sirui Chen, Xinrui He, Zihao Li, Yada Zhu, Jiawei Han, Jingrui He
2025 — conf
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation.
ACL (Findings)
Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He
2025 J jnl
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative.
CoRR
Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik F. Hamann, Hanghang Tong, Jingrui He
2025 J jnl
Latent Collaboration in Multi-Agent Systems.
CoRR
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
2025 — conf
Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity.
EMNLP (Findings)
Zihao Li, Feihao Fang, Xitong Zhang, Jiaru Zou, Zhining Liu, Wei Xiong, Ziwei Wu, Baoyu Jing, Jingrui He
2025 J jnl
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs.
CoRR
Jiaru Zou, Ling Yang, Jingwen Gu, Jiahao Qiu, Ke Shen, Jingrui He, Mengdi Wang
2025 — conf
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing.
ACL (Findings)
Jiaru Zou, Qing Wang, Pratyush Thakur, Nickvash Kani
2025 J jnl
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning.
CoRR
Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He
2025 J jnl
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning.
CoRR
Jiaru Zou, Yikun Ban, Zihao Li, Yunzhe Qi, Ruizhong Qiu, Ling Yang, Jingrui He
2025 J jnl
Zero-Shot Open-Schema Entity Structure Discovery.
CoRR
Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell Giammona, Geeth de Mel, Jiawei Han
2024 J jnl
CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing.
CoRR
Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang
2024 A* conf
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing.
EMNLP
Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang
2024 J jnl
LLM-Forest for Health Tabular Data Imputation.
CoRR
Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He
2024 A* conf
PageRank Bandits for Link Prediction.
NeurIPS
Yikun Ban, Jiaru Zou, Zihao Li, Yunzhe Qi, Dongqi Fu, Jian Kang, Hanghang Tong, Jingrui He
2024 J jnl
PageRank Bandits for Link Prediction.
CoRR
Yikun Ban, Jiaru Zou, Zihao Li, Yunzhe Qi, Dongqi Fu, Jian Kang, Hanghang Tong, Jingrui He
2024 — conf
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning.
EMNLP (Findings)
Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang
2024 J jnl
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning.
CoRR
Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang
2024 J jnl
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing.
CoRR
Jiaru Zou, Qing Wang, Pratyush Thakur, Nickvash Kani
2024 — conf
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.
EMNLP (Findings)
Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2023 A* conf
Meta-Learning with Neural Bandit Scheduler.
NeurIPS
Yunzhe Qi, Yikun Ban, Tianxin Wei, Jiaru Zou, Huaxiu Yao, Jingrui He
2023 J jnl
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.
CoRR
Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2021 J jnl
Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity.
Biomed. Signal Process. Control.
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