Jiaru Zou

According to our database, Jiaru Zou authored at least 30 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Code as Agent Harness.

Xuying Ning, Katherine Tieu, Dongqi Fu, Tianxin Wei, Zihao Li, Yuanchen Bei, Jiaru Zou, Mengting Ai, Zhining Liu, Ting-Wei Li, Lingjie Chen, Yanjun Zhao, Ke Yang, Bingxuan Li, Cheng Qian, Gaotang Li, Xiao Lin, Zhichen Zeng, Ruizhong Qiu, Sirui Chen, Yifan Sun, Xiyuan Yang, Ruida Wang, Rui Pan, Chenyuan Yang, Dylan Zhang, Liri Fang, Zikun Cui, Yang Cao, Pan Chen, Dorothy Sun, Ren Chen, Mahesh Srinivasan, Nipun Mathur, Yinglong Xia, Hong Li, Hong Yan, Pan Lu, Lingming Zhang, Tong Zhang, Hanghang Tong, Jingrui He

CoRR, May, 2026

Heterogeneous Scientific Foundation Model Collaboration.

Zihao Li, Jiaru Zou, Feihao Fang, Xuying Ning, Mengting Ai, Tianxin Wei, Sirui Chen, Xiyuan Yang, Jingrui He

CoRR, April, 2026

EvoSelect: Data-Efficient LLM Evolution for Targeted Task Adaptation.

Ting-Wei Li, Sirui Chen, Jiaru Zou, Yingbing Huang, Tianxin Wei, Jingrui He, Hanghang Tong

CoRR, April, 2026

Recursive Multi-Agent Systems.

Xiyuan Yang, Jiaru Zou, Rui Pan, Ruizhong Qiu, Pan Lu, Shizhe Diao, Jindong Jiang, Hanghang Tong, Tong Zhang, Markus J. Buehler, Jingrui He, James Zou

CoRR, April, 2026

PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs.

Yanjun Zhao, Tianxin Wei, Jiaru Zou, Xuying Ning, Yuanchen Bei, Lingjie Chen, Simmi Rana, Wendy H. Yang, Hanghang Tong, Jingrui He

CoRR, April, 2026

DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification.

Ziyi Wang, Siva Rajesh Kasa, Ankith M. S, Santhosh Kumar Kasa, Jiaru Zou, Sumit Negi, Ruqi Zhang, Nan Jiang, Qifan Song

CoRR, April, 2026

MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains.

Xuying Ning, Dongqi Fu, Tianxin Wei, Mengting Ai, Jiaru Zou, Ting-Wei Li, Hanghang Tong, Yada Zhu, Hendrik F. Hamann, Jingrui He

CoRR, March, 2026

Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning.

Sirui Chen, Yunzhe Qi, Mengting Ai, Yifan Sun, Ruizhong Qiu, Jiaru Zou, Jingrui He

CoRR, February, 2026

TSAQA: Time Series Analysis Question And Answering Benchmark.

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

CoRR, January, 2026

Agentic Reasoning for Large Language Models.

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

CoRR, January, 2026

Zero-Shot Open-Schema Entity Structure Discovery.

Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth De Mel, Jiawei Han

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning.

Jiaru Zou, Ling Yang, Yunzhe Qi, Sirui Chen, Mengting Ai, Ke Shen, Jingrui He, Mengdi Wang

CoRR, December, 2025

Latent Collaboration in Multi-Agent Systems.

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

CoRR, November, 2025

Demystifying Reinforcement Learning in Agentic Reasoning.

Zhaochen Yu, Ling Yang, Jiaru Zou, Shuicheng Yan, Mengdi Wang

CoRR, October, 2025

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning.

Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He

CoRR, October, 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, June, 2025

GTR: Graph-Table-RAG for Cross-Table Question Answering.

Jiaru Zou, Dongqi Fu, Sirui Chen, Xinrui He, Zihao Li, Yada Zhu, Jiawei Han, Jingrui He

CoRR, April, 2025

Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative.

Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik F. Hamann, Hanghang Tong, Jingrui He

CoRR, February, 2025

Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning.

Jiaru Zou, Yikun Ban, Zihao Li, Yunzhe Qi, Ruizhong Qiu, Ling Yang, Jingrui He

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity.

Zihao Li, Feihao Fang, Xitong Zhang, Jiaru Zou, Zhining Liu, Wei Xiong, Ziwei Wu, Baoyu Jing, Jingrui He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing.

Jiaru Zou, Qing Wang, Pratyush Thakur, Nickvash Kani

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

LLM-Forest for Health Tabular Data Imputation.

Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He

CoRR, 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

CoRR, 2024

PageRank Bandits for Link Prediction.

Yikun Ban, Jiaru Zou, Zihao Li, Yunzhe Qi, Dongqi Fu, Jian Kang, Hanghang Tong, Jingrui He

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Meta-Learning with Neural Bandit Scheduler.

Yunzhe Qi, Yikun Ban, Tianxin Wei, Jiaru Zou, Huaxiu Yao, Jingrui He

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

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, Jiaru Zou, Liangyu Chen, Zhiqing Li, Richard Grunewald, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Daniel Blackburn, Ptolemaios G. Sarrigiannis

Biomed. Signal Process. Control., 2021