Hongcheng Liu
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
multimodal large language model
(2)
visual perception
(2)
decision making
(1)
knowledge distillation
(1)
in-context learning
(1)
speech recognition
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
sample complexity
(1)
video understanding
(1)
visual reasoning
(1)
generative model
(1)
multimodal dataset
(1)
cross-modal alignment
(1)
counterfactual reasoning
(1)
pre-trained language model
(1)
spatial reasoning
(1)
multimodal reasoning
(1)
bias reduction
(1)
structured pruning
(1)
Papers
Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs
ACL 2026
When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs
ACL 2026
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning
EMNLP 2025
Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails
ICML 2025
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation
COLING 2024
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
ACL 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception
ACL 2024
New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming
ICML 2024
Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models
COLING 2024