Richang Hong

AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026 Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding AAAI 2026 Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering AAAI 2026 Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026 DragNeXt: Rethinking Drag-Based Image Editing AAAI 2026 RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation AAAI 2026 Sparse-Scale Transformer with Bidirectional Awareness for Time Series Forecasting AAAI 2026 Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution ACL 2026 Your Classifier Can Do More: Towards Balancing the Gaps in Classification, Robustness, and Generation CVPR 2026 CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction CVPR 2025 Discrete to Continuous: Generating Smooth Transition Poses from Sign Language Observations CVPR 2025 GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement ICCV 2025 Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge ICCV 2025 Moderating the Generalization of Score-based Generative Model ICCV 2025 RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025 Revisiting Audio-Visual Segmentation with Vision-Centric Transformer CVPR 2025 Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025 SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models EMNLP 2025 Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval AAAI 2025 Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025 Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024 Few-shot Learner Parameterization by Diffusion Time-steps CVPR 2024 Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NeurIPS 2024 3D Human Pose Estimation With Spatio-Temporal Criss-Cross Attention CVPR 2023 Adaptive Data-Free Quantization CVPR 2023 Disentangling Cognitive Diagnosis with Limited Exercise Labels NeurIPS 2023 Dual Video Summarization: From Frames to Captions IJCAI 2023 Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023 Rethinking Data-Free Quantization as a Zero-Sum Game AAAI 2023 Deep Color Consistent Network for Low-Light Image Enhancement CVPR 2022 Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks IJCAI 2022 Switchable Online Knowledge Distillation ECCV 2022 Vibration-Based Uncertainty Estimation for Learning from Limited Supervision ECCV 2022 Creating Something From Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing CVPR 2020 One-bit Supervision for Image Classification NeurIPS 2020 Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020 Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach AAAI 2020 Adaptive Transfer Network for Cross-Domain Person Re-Identification CVPR 2019 Densely Connected Attention Flow for Visual Question Answering IJCAI 2019 Personalized Multimedia Item and Key Frame Recommendation IJCAI 2019 Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018 Multi-Cue Correlation Filters for Robust Visual Tracking CVPR 2018 Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018 A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback IJCAI 2016 Cascaded Interactional Targeting Network for Egocentric Video Analysis CVPR 2016 Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition CVPR 2015 Regularizing Flat Latent Variables with Hierarchical Structures IJCAI 2015 Hierarchical Part Matching for Fine-Grained Visual Categorization ICCV 2013