Denghui Zhang

15 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×6 ACL ×4 AAAI ×1 ICML ×1 IJCAI ×1 NAACL ×1 NeurIPS ×1

Frequent coauthors

Zhaozhuo Xu

×8

Cheng Qian

×5

Heng Ji

×5

Yanzhou Pan

×4

Xiusi Chen

×3

Pengyang Wang

×2

Zixuan Yuan

×2

Guangwei Zhang

×2

Ahmed Abbasi

×2

Jiamin Chen

×2

Peixuan Han

×2

Yuji Zhang

×2

Papers

Accelerating LLM Fine-Tuning via Embedding Knowledge Transfer
ACL 2026 ·
Meishu Peng
,
Ziyue Zhang
,
Yi Zhang
,
Pengyang Wang
,
Zixuan Yuan
, Denghui Zhang
Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
ACL 2026 ·
Guangwei Zhang
,
Jianing Zhu
,
Cheng Qian
,
Neil Zhenqiang Gong
,
Rada Mihalcea
,
Zhaozhuo Xu
,
Jingrui He
,
Jiaqi W. Ma
,
Chaowei Xiao
,
Bo Li
,
Ahmed Abbasi
,
Dongwon Lee
,
Heng Ji
, Denghui Zhang
ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Parity LLM Data Valuation
NAACL 2025 ·
Yanzhou Pan
,
Huawei Lin
,
Yide Ran
,
Jiamin Chen
,
Xiaodong Yu
,
Weijie Zhao
, Denghui Zhang,
Zhaozhuo Xu
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation
ACL 2025 ·
Chenkai Sun
, Denghui Zhang,
ChengXiang Zhai
,
Heng Ji
DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic
EMNLP 2025 ·
Yuheng Wu
,
Jianwen Xie
, Denghui Zhang,
Zhaozhuo Xu
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
ACL 2025 ·
Cheng Qian
,
Peixuan Han
,
Qinyu Luo
,
Bingxiang He
,
Xiusi Chen
,
Yuji Zhang
,
Hongyi Du
,
Jiarui Yao
,
Xiaocheng Yang
, Denghui Zhang,
Yunzhu Li
,
Heng Ji
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
EMNLP 2025 ·
Guangwei Zhang
,
Qisheng Su
,
Jiateng Liu
,
Cheng Qian
,
Yanzhou Pan
,
Yanjie Fu
, Denghui Zhang
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks
ICML 2025 ·
Yanzhou Pan
,
Jiayi Chen
,
Jiamin Chen
,
Zhaozhuo Xu
, Denghui Zhang
Profiling LLM's Copyright Infringement Risks under Adversarial Persuasive Prompting
EMNLP 2025 ·
Jikai Long
,
Ming Liu
,
Xiusi Chen
,
Jialiang Xu
,
Shenglan Li
,
Zhaozhuo Xu
, Denghui Zhang
Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context
EMNLP 2025 ·
Rushi Wang
,
Jiateng Liu
,
Cheng Qian
,
Yifan Shen
,
Yanzhou Pan
,
Zhaozhuo Xu
,
Ahmed Abbasi
,
Heng Ji
, Denghui Zhang
SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
EMNLP 2025 ·
Peixuan Han
,
Cheng Qian
,
Xiusi Chen
,
Yuji Zhang
,
Heng Ji
, Denghui Zhang
Do LLMs Know to Respect Copyright Notice?
EMNLP 2024 ·
Jialiang Xu
,
Shenglan Li
,
Zhaozhuo Xu
, Denghui Zhang
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
NeurIPS 2024 ·
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
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
IJCAI 2024 ·
Yicheng Zhou
,
Pengfei Wang
,
Hao Dong
, Denghui Zhang,
Dingqi Yang
,
Yanjie Fu
,
Pengyang Wang
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
AAAI 2024 ·
Zixuan Yuan
,
Hao Liu
,
Haoyi Zhou
, Denghui Zhang,
Xiao Zhang
,
Hao Wang
,
Hui Xiong