Guoxin Chen
10 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (26) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
π
Trend Setter
Conferences
ACL (3)
EMNLP (3)
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
large language model
(5)
mathematical reasoning
(3)
monte carlo tree search
(3)
reinforcement learning
(3)
value model
(2)
machine reading comprehension
(1)
iterative refinement
(1)
learning to rank
(1)
reward function
(1)
diagnostic reasoning
(1)
knowledge graph
(1)
parameter-efficient tuning
(1)
retrieval-augmented generation
(1)
process supervision
(1)
step-level beam search
(1)
reasoning framework
(1)
clinical note
(1)
medical diagnosis
(1)
medical domain
(1)
prompt tuning
(1)
Papers
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
ACL 2026
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
ACL 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
EMNLP 2025
Learning Evolving Tools for Large Language Models
ICLR 2025
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
ICML 2025
Step-level Value Preference Optimization for Mathematical Reasoning
EMNLP 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
NIPS 2024
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning
ACL 2024
AlphaMath Almost Zero: Process Supervision without Process
NIPS 2024
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension
EMNLP 2023