Tat-Seng Chua
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- 64
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Authored papers
64AI for Auto-Research: Roadmap & User Guide
arXiv 2026
JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
arXiv 2026
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions
arXiv 2026
AnyEdit: Edit Any Knowledge Encoded in Language Models
arXiv 2025
Reinforcing Video Reasoning with Focused Thinking
arXiv 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
arXiv 2025
Order-agnostic Identifier for Large Language Model-based Generative Recommendation
arXiv 2025
WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation
arXiv 2025
JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
arXiv 2025
VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation
arXiv 2025
RLPR: Extrapolating RLVR to General Domains without Verifiers
arXiv 2025
RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
arXiv 2025
An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes
arXiv 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
arXiv 2025
On Path to Multimodal Generalist: General-Level and General-Bench
arXiv 2025
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
arXiv 2025
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation
arXiv 2025
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
CVPR 2025 1
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
arXiv 2025
DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
arXiv 2025
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
arXiv 2025
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
CVPR 2025 1
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
arXiv 2024
Learnable Item Tokenization for Generative Recommendation
arXiv 2024
GraphEdit: Large Language Models for Graph Structure Learning
arXiv 2024
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
arXiv 2024
Language Representations Can be What Recommenders Need: Findings and Potentials
arXiv 2024
LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer
arXiv 2024
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
arXiv 2024
Towards Semantic Equivalence of Tokenization in Multimodal LLM
arXiv 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
arXiv 2024
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
arXiv 2024
Towards 3D Molecule-Text Interpretation in Language Models
arXiv 2024
Data-efficient Fine-tuning for LLM-based Recommendation
arXiv 2024
ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
arXiv 2024
Ask-before-Plan: Proactive Language Agents for Real-World Planning
arXiv 2024
A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
arXiv 2024
On the Multi-turn Instruction Following for Conversational Web Agents
arXiv 2024
ExpLLM: Towards Chain of Thought for Facial Expression Recognition
arXiv 2024
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation
arXiv 2024
Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations
arXiv 2024
NExT-GPT: Any-to-Any Multimodal LLM
arXiv 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model
arXiv 2023
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter
arXiv 2023
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction
arXiv 2023
Discovering Spatio-Temporal Rationales for Video Question Answering
ICCV 2023 1
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
arXiv 2023
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
CVPR 2024 1
VPGTrans: Transfer Visual Prompt Generator across LLMs
NeurIPS 2023 11
Reasoning Implicit Sentiment with Chain-of-Thought Prompting
arXiv 2023
Can I Trust Your Answer? Visually Grounded Video Question Answering
CVPR 2024 1
Generative Recommendation: Towards Next-generation Recommender Paradigm
arXiv 2023
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
arXiv 2023
Progressive Text-to-3D Generation for Automatic 3D Prototyping
arXiv 2023
Generating Visual Spatial Description via Holistic 3D Scene Understanding
arXiv 2023
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
arXiv 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
arXiv 2023
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination
arXiv 2023
NExT-Chat: An LMM for Chat, Detection and Segmentation
arXiv 2023
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
arXiv 2022
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
ACL 2021 5
NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
arXiv 2021
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models
cpt-colorful-prompt-tuning-for-pre-trained-1
KGAT: Knowledge Graph Attention Network for Recommendation
arXiv 2019
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