Xuming Hu
Scholar

Xuming Hu

Google Scholar ID: dbBKbXoAAAAJ
Assistant Professor, HKUST(GZ) / HKUST
Natural Language ProcessingLarge Language Model
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Citations & Impact
All-time
Citations
3,172
 
H-index
29
 
i10-index
68
 
Publications
20
 
Co-authors
12
list available
Contact
No contact links provided.
Publications
121 items
PhysDox: Benchmarking LLMs on Physical Feasibility Auditing of Physiological Sensing Protocols
2026
Cited
0
MM-Matryoshka: Towards Budget-Elastic Visual Document Retrieval via a 2D Multimodal Matryoshka Training Framework
2026
Cited
0
Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
2026
Cited
0
Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization
2026
Cited
0
NestedKV: Nested Memory Routing for Long-Context KV Cache Compression
2026
Cited
0
SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness
2026
Cited
0
DISA: Offline Importance Sampling for Distribution-Matching LLM-RL
2026
Cited
0
When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs
2026
Cited
0
Resume (English only)
Co-authors
12 total
Lijie Wen（闻立杰）
Lijie Wen（闻立杰）
Tenure Associate Professor, School of Software, Tsinghua University
Philip S. Yu
Philip S. Yu
Professor of Computer Science, University of Illinons at Chicago
Aiwei Liu
Aiwei Liu
Tsinghua University
Irwin King
Irwin King
The Chinese University of Hong Kong
Zhijiang Guo
Zhijiang Guo
HKUST (GZ) | HKUST
Chenwei Zhang
Chenwei Zhang
Senior Applied Scientist, Amazon
Linfeng Zhang (张林峰)
Linfeng Zhang (张林峰)
Shanghai Jiao Tong University
Dr. Hui Xiong, Fellow of AAAS, AAAI and IEEE
Dr. Hui Xiong, Fellow of AAAS, AAAI and IEEE
Rutgers University/Baidu/HKUST