Honglin Guo
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Computer Vision
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(5)
process supervision
(2)
agent system
(2)
mathematical reasoning
(1)
text-to-image generation
(1)
knowledge base
(1)
code generation
(1)
distributed training
(1)
diffusion model
(1)
language model
(1)
data selection
(1)
parameter-efficient fine-tuning
(1)
multi-turn interaction
(1)
data quality
(1)
text-to-image diffusion
(1)
evaluation framework
(1)
agent evaluation
(1)
concept erasure
(1)
human preference
(1)
data augmentation
(1)
Papers
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
ACL 2026
OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
ACL 2026
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
ACL 2025
Better Process Supervision with Bi-directional Rewarding Signals
ACL 2025
CritiQ: Mining Data Quality Criteria from Human Preferences
ACL 2025
TRCE: Towards Reliable Malicious Concept Erasure in Text-to-Image Diffusion Models
ICCV 2025
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
ACL 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
ICML 2024
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way
EMNLP 2023