Tat-Seng Chua

25

Papers

615

Total Citations

Papers (25)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

Towards 3D Molecule-Text Interpretation in Language Models

Towards Semantic Equivalence of Tokenization in Multimodal LLM

Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching

Language Representations Can be What Recommenders Need: Findings and Potentials

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

On Reasoning Strength Planning in Large Reasoning Models

NeurIPS 2025arXiv

L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models

NeurIPS 2025arXiv

Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark

JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation

NeurIPS 2025arXiv

IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models

Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning

Neural Causal Graph for Interpretable and Intervenable Classification

NExT-Chat: An LMM for Chat, Detection and Segmentation

Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning

Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction

Auto-Encoding Morph-Tokens for Multimodal LLM

NExT-GPT: Any-to-Any Multimodal LLM

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis