Scholar
Zhijiang Guo
Google Scholar ID: 8b-u3icAAAAJ
HKUST (GZ) | HKUST
Natural Language Processing
Machine Learning
Large Language Models
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Citations & Impact
All-time
Citations
4,014
H-index
28
i10-index
42
Publications
20
Co-authors
58
list available
Contact
Email
cartusguo@gmail.com
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Publications
39 items
Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge
2026
Cited
0
DeReason: A Difficulty-Aware Curriculum Improves Decoupled SFT-then-RL Training for General Reasoning
2026
Cited
0
Efficient RLVR Training via Weighted Mutual Information Data Selection
2026
Cited
0
When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
2026
Cited
0
Accordion-Thinking: Self-Regulated Step Summaries for Efficient and Readable LLM Reasoning
2026
Cited
0
Merging Beyond: Streaming LLM Updates via Activation-Guided Rotations
2026
Cited
0
Elastic Mixture of Rank-Wise Experts for Knowledge Reuse in Federated Fine-Tuning
2025
Cited
0
Less is More: Resource-Efficient Low-Rank Adaptation
2025
Cited
0
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Resume (English only)
Academic Achievements
Five papers accepted at NeurIPS 2025 (including 1 Spotlight)
Five papers accepted at EMNLP 2025 (3 Main + 2 Findings)
Two papers accepted at ICML 2025 (including 1 Spotlight)
Serving as Area Chair for ICLR 2026
Serving as Area Chair for NeurIPS 2025
Published 'Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR' (ArXiv, 2025)
Published 'Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration' (ArXiv, 2025)
Co-authors
58 total
Andreas Vlachos
Professor, University of Cambridge
Wei Lu
Nanyang Technological University
Michael Sejr Schlichtkrull
Lecturer, Queen Mary University of London
Xuming Hu
Assistant Professor, HKUST(GZ) / HKUST
Philip S. Yu
Professor of Computer Science, University of Illinons at Chicago
Jianqiao Lu
Researcher at Seed Foundation Model team
Co-author 7
Rongwu Xu
University of Washington
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