Jiafeng Liang
12 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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Conferences
ACL (5)
EMNLP (3)
IJCAI (2)
AAAI (1)
COLING (1)
Top co-authors
Keywords
large language model
(6)
video understanding
(2)
vision-language model
(2)
multimodal learning
(2)
question answering
(2)
multi-modal large language model
(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)
scene graph generation
(1)
knowledge transfer
(1)
multi-modal learning
(1)
multi-view learning
(1)
semantic analysis
(1)
Papers
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
ACL 2026
From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
AAAI 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
Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models
EMNLP 2024
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension
IJCAI 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