Hongcheng Liu
9 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
⚡
Prolific Year
(5)
Conferences
ACL (4)
COLING (2)
ICML (2)
EMNLP (1)
Top co-authors
Keywords
visual perception
(2)
multimodal large language model
(2)
decision making
(1)
knowledge distillation
(1)
in-context learning
(1)
speech recognition
(1)
chain-of-thought reasoning
(1)
multimodal learning
(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)
dynamic reasoning
(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
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
ACL 2024
New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming
ICML 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception
ACL 2024
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation
COLING 2024
Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models
COLING 2024