Guoxin Chen
10 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Keyword Champion (2)
π§
Keyword Pioneer
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(6)
Applications
(6)
Machine Learning
(4)
Learning Types
(4)
Deep Learning
(2)
Reinforcement Learning
(2)
Methods
(2)
Models
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Clinical
(1)
Learning Paradigms
(1)
Keywords
large language model
(7)
monte carlo tree search
(4)
reinforcement learning
(3)
mathematical reasoning
(3)
value model
(2)
multi-agent system
(2)
machine reading comprehension
(1)
knowledge graph
(1)
explanation generation
(1)
diagnostic reasoning
(1)
reward function
(1)
preference optimization
(1)
autonomous agent
(1)
parameter-efficient tuning
(1)
learning to rank
(1)
process supervision
(1)
retrieval-augmented generation
(1)
step-level beam search
(1)
reasoning framework
(1)
iterative refinement
(1)
Papers
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
ACL 2026
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
ICML 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
EMNLP 2025
Learning Evolving Tools for Large Language Models
ICLR 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
ACL 2025
AlphaMath Almost Zero: Process Supervision without Process
NeurIPS 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
NeurIPS 2024
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning
ACL 2024
Step-level Value Preference Optimization for Mathematical Reasoning
EMNLP 2024
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension
EMNLP 2023