Chengsong Huang
8 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(29)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(6)
Machine Learning
(5)
Resources & Methods
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Knowledge & Reasoning
(1)
Robotics
(1)
Application Areas
(1)
Applications · Robotics
(1)
Architectures
(1)
Keywords
language model
(2)
reinforcement learning
(2)
contrastive learning
(1)
catastrophic forgetting
(1)
few-shot learning
(1)
self-supervised learning
(1)
relation extraction
(1)
weight perturbation
(1)
commonsense knowledge
(1)
multimodal learning
(1)
visual reasoning
(1)
intellectual property
(1)
graph structure
(1)
neural network optimization
(1)
compositional generalization
(1)
in-context learning
(1)
backdoor attack
(1)
representation learning
(1)
reward model
(1)
unsupervised learning
(1)
Papers
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning
EACL 2026
VisPlay: Self-Evolving Vision-Language Models
CVPR 2026
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling
ICLR 2025
Taming Overconfidence in LLMs: Reward Calibration in RLHF
ICLR 2025
On Grounded Planning for Embodied Tasks with Language Models
AAAI 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition
ACL 2023
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation
EMNLP 2023
Revisiting the Negative Data of Distantly Supervised Relation Extraction
ACL 2021