Xinlu Zhang
Scholar

Xinlu Zhang

Google Scholar ID: Bymi2YYAAAAJ
University of California, Santa Barbara
Machine LearningNatural Language ProcessingTime Series ModelingMultimodal Learning
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Citations & Impact
All-time
Citations
929
 
H-index
10
 
i10-index
10
 
Publications
16
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
9 items
FLoKD: Adaptive Knowledge Distillation for Federated Low-Rank LLM over Wireless Networks
2026
Cited
0
Mitigating Exploration Bias in RL for Multi-Instruction Following
2026
Cited
0
AMARIS: A Memory-Augmented Rubric Improvement System for Rubric-Based Reinforcement Learning
2026
Cited
0
TT-Prune: Joint Model Pruning and Resource Allocation for Communication-efficient Time-triggered Federated Learning
2025
Cited
0
Communication-Aware Knowledge Distillation for Federated LLM Fine-Tuning over Wireless Networks
2025
Cited
0
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
2025
Cited
0
Do Retrieval-Augmented Language Models Adapt to Varying User Needs?
2025
Cited
0
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
10 total
Linda Petzold
Linda Petzold
Professor, University of California Santa Barbara
Co-author 2
Co-author 2
Zhiyu Zoey Chen
Zhiyu Zoey Chen
Assistant Professor, the University of Texas at Dallas
Shiyang Li
Shiyang Li
Amazon
Xifeng Yan
Xifeng Yan
Professor, Computer Science, Univ. of California at Santa Barbara
Zekun Li
Zekun Li
Google Deepmind
Wei Cheng
Wei Cheng
Senior Research Staff Member, NEC Laboratories America (Ph.D, UNC-Chapel Hill)
Haifeng Chen
Haifeng Chen
NEC Laboratories America, Inc.