Jiafeng Liang
12 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 (34) π€ Dynamic Duo (12)
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Venues
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Research topics
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(7)
Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(3)
Models
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Reasoning
(2)
Resources & Methods
(2)
Keywords
large language model
(6)
multimodal learning
(3)
multimodal large language model
(2)
video understanding
(2)
vision-language model
(2)
question answering
(2)
self-supervised learning
(2)
video captioning
(1)
direct preference optimization
(1)
adversarial robustness
(1)
temporal reasoning
(1)
chain-of-thought reasoning
(1)
model distillation
(1)
document understanding
(1)
symbolic reasoning
(1)
multi-view learning
(1)
scene graph generation
(1)
knowledge transfer
(1)
iterative learning
(1)
semantic analysis
(1)
Papers
From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
AAAI 2026
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
ACL 2026
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
ACL 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
ACL 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency
ACL 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
ACL 2025
CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models
EMNLP 2024
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension
IJCAI 2024
Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models
EMNLP 2024
SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models
COLING 2024
GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation
IJCAI 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document
EMNLP 2023