Jinchang Hou
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Education
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(3)
reinforcement learning
(1)
benchmark evaluation
(1)
few-shot learning
(1)
mathematical reasoning
(1)
chain-of-thought reasoning
(1)
safety alignment
(1)
multi-objective optimization
(1)
entropy regularization
(1)
reward model
(1)
multimodal large language model
(1)
higher-order perception
(1)
cultural knowledge
(1)
few-shot prompting
(1)
chain of thought
(1)
semantic understanding
(1)
multiple-choice question
(1)
sparse fine-tuning
(1)
chinese image understanding
(1)
cultural understanding
(1)
Papers
Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis
ACL 2026
Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via sequence-level likelihood
ACL 2026
Can MLLMs Understand the Deep Implication Behind Chinese Images?
ACL 2025
CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment
COLING 2024
E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models
ACL 2024