Scholar
Hainan Zhang
Google Scholar ID: D22QG1557LgC
Beihang University
Dialogue Generation
Text Generation
Federated Learning
Natural Language Processing
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Citations & Impact
All-time
Citations
597
H-index
13
i10-index
16
Publications
20
Co-authors
12
list available
Contact
GitHub
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Publications
18 items
GRADE: Probing Knowledge Gaps in LLMs through Gradient Subspace Dynamics
2026
Cited
0
From Unfamiliar to Familiar: Detecting Pre-training Data via Gradient Deviations in Large Language Models
2026
Cited
0
LocalSUG: Geography-Aware LLM for Query Suggestion in Local-Life Services
2026
Cited
0
FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters
2026
Cited
0
Replacing Parameters with Preferences: Federated Alignment of Heterogeneous Vision-Language Models
2026
Cited
0
Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation
arXiv.org · 2026
Cited
0
Parameter Importance-Driven Continual Learning for Foundation Models
2025
Cited
0
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 20+ first-author or corresponding-author papers in top-tier venues including ACL, SIGIR, AAAI, and EMNLP
10 CCF-A and 11 CCF-B publications
Filed over 10 national invention patents
Recipient of AAAI-IAAI 2022 Innovative Application Award
First Prize of China Simulation Society Science and Technology Award
Outstanding President’s Award, Chinese Academy of Sciences
Director’s Special Award, Institute of Computing Technology, CAS
Serves as reviewer for ICML, NeurIPS, TKDE, ACL, AAAI, SIGIR, etc.
Recent highlights: 2 papers accepted to EMNLP 2025 Findings, Best Paper Award at WWW-WSAI 2025, 3 papers accepted to AAAI 2025 Main Conference
Co-authors
12 total
Yanyan Lan
Tsinghua University
Co-author 2
Cheng Xueqi
Chinese Academy of Sciences
Liang Pang
Associate Professor, Institute of Computing Technology, Chinese Academy of Sciences
Jiafeng Guo
Professor, Institute of Computing Techonology, CAS
Jun Xu
Professor, Gaoling School of Artificial Intelligence, Renmin University of China
Dawei Yin
Senior Director, Head of Search Science at Baidu
Lingxiang Wang
Beihang university
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