Tat-Seng Chua

11 papers National Univ. of Singapore

• Continual Multimodal Contrastive Learning
• Counterfactual Evolution of Multimodal Datasets via Visual Programming
• IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
• JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
• L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
• On Reasoning Strength Planning in Large Reasoning Models
• RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
• Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
• The Emergence of Abstract Thought in Large Language Models Beyond Any Language
• Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
• When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners