Yu-Chiang Frank Wang

National Taiwan University — Taiwan

Computer Science · Physical Sciences

43h-index6.7kcitations288works1.52yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(57), Multimodal Machine Learning Applications(42), Advanced Image and Video Retrieval Techniques(39), Advanced Vision and Imaging(36), Video Surveillance and Tracking Methods(30)

Publications288 total

Zoom-Zero: Reinforced Coarse-to-Fine Video Understanding via Temporal Zoom-in
arXiv (Cornell University)·2025Open Access
SEASON: Mitigating Temporal Hallucination in Video Large Language Models via Self-Diagnostic Contrastive Decoding
arXiv (Cornell University)·2025Open Access
Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment
arXiv (Cornell University)·2025Open Access
Unified Reinforcement and Imitation Learning for Vision-Language Models
arXiv (Cornell University)·2025Open Access
SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models
arXiv (Cornell University)·2025Open Access
Investigating Safety Vulnerabilities of Large Audio-Language Models Under Speaker Emotional Variations
arXiv (Cornell University)·2025Open Access
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
LEAML: Label-Efficient Adaptation to Out-of-Distribution Visual Tasks for Multimodal Large Language Models
arXiv (Cornell University)·2025Open Access
Continual Personalization for Diffusion Models
arXiv (Cornell University)·2025Open Access
V2V-GoT: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models and Graph-of-Thoughts
arXiv (Cornell University)·2025Open Access
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation
arXiv (Cornell University)·2025Open Access
Universal Speech Enhancement with Regression and Generative Mamba
2025· 2 cited
VoiceNoNG: Robust High-Quality Speech Editing Model without Hallucinations
2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences
arXiv (Cornell University)·2025Open Access
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
arXiv (Cornell University)·2025Open Access
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models
arXiv (Cornell University)·2025Open Access
EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
arXiv (Cornell University)·2025Open Access
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks
2025· 1 cited
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation
2025· 1 cited
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models
2025
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Frequent Co-authors

Yi-Ren Yeh(10), Yen‐Cheng Liu(7), Yu-Jhe Li(6), Yao-Hung Hubert Tsai(5), Fu-En Yang(4), Yu-Ying Yeh(4), Chia-Po Wei(4), Alexander H. Liu(3), De-An Huang(3), Chih‐Kuan Yeh(3), Yan-Bo Lin(3), Min-Chun Yang(3), Xiaofei Du(3), Zhihao Lin(2), Li‐Wei Kang(2), Chia‐Wen Lin(2), Wei-Chieh Wu(2), Wei-Jen Ko(2), Yuh‐Jye Lee(2), Wei-Yu Chen(2)