Zhang, Denghui

12 publications

ICLR 2026 Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity Yide Ran, Wentao Guo, Jingwei Sun, Yanzhou Pan, Xiaodong Yu, Hao Wang, Jianwen Xie, Yiran Chen, Denghui Zhang, Zhaozhuo Xu

ICLR 2026 RM-R1: Reward Modeling as Reasoning Xiusi Chen, Gaotang Li, Ziqi Wang, Bowen Jin, Cheng Qian, Yu Wang, Hongru Wang, Yu Zhang, Denghui Zhang, Tong Zhang, Hanghang Tong, Heng Ji

ICLR 2026 Randomized Antipodal Search Done Right for Data Pareto Improvement of LLM Unlearning Ziwen Liu, Huawei Lin, Yide Ran, Denghui Zhang, Jianwen Xie, Chuan Li, Weijie Zhao, Zhaozhuo Xu

ICML 2025 Position: Iterative Online-Offline Joint Optimization Is Needed to Manage Complex LLM Copyright Risks Yanzhou Pan, Jiayi Chen, Jiamin Chen, Zhaozhuo Xu, Denghui Zhang

NeurIPS 2024 FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Yangyang Yu, Zhiyuan Yao, Haohang Li, Zhiyang Deng, Yuechen Jiang, Yupeng Cao, Zhi Chen, Jordan W. Suchow, Zhenyu Cui, Rong Liu, Zhaozhuo Xu, Denghui Zhang, Koduvayur Subbalakshmi, Guojun Xiong, Yueru He, Jimin Huang, Dong Li, Qianqian Xie

ICLRW 2024 FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design Haohang Li, Yangyang Yu, Zhi Chen, Yuechen Jiang, Yang Li, Denghui Zhang, Rong Liu, Jordan W. Suchow, Khaldoun Khashanah

IJCAI 2024 Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction Yicheng Zhou, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang

AAAI 2024 Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong

AAAI 2023 Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

AAAI 2022 Learning to Walk with Dual Agents for Knowledge Graph Reasoning Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong

AAAI 2021 Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong

AAAI 2018 Path-Based Attention Neural Model for Fine-Grained Entity Typing Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang