Hui Chen

AdaTP: Attention-Debiased Token Pruning for Video Large Language Models EMNLP 2025 DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025 Temporal Scaling Law for Large Language Models EMNLP 2025 CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts NAACL 2025 Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding NAACL 2025 PREMISE: Matching-based Prediction for Accurate Review Recommendation NAACL 2025 GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians AAAI 2025 Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025 Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025 STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation MICCAI 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 Exploiting Position Information in Convolutional Kernels for Structural Re-parameterization IJCAI 2025 Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025 LSNet: See Large, Focus Small CVPR 2025 SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting ICLR 2025 YOLOE: Real-Time Seeing Anything ICCV 2025 GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting ICCV 2025 Fast Quiet-STaR: Thinking Without Thought Tokens EMNLP 2025 ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation EMNLP 2025 Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition INTERSPEECH 2024 Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction EMNLP 2024 PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation ECCV 2024 Quantized Prompt for Efficient Generalization of Vision-Language Models ECCV 2024 YOLOv10: Real-Time End-to-End Object Detection NIPS 2024 More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024 TaD: A Plug-and-Play Task-Aware Decoding Method to Better Adapt LLMs on Downstream Tasks IJCAI 2024 Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models NAACL 2024 MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024 MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset NIPS 2024 Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024 Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation AAAI 2024 TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning NIPS 2024 RepViT: Revisiting Mobile CNN From ViT Perspective CVPR 2024 One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications CVPR 2024 MRSP: Learn Multi-Representations of Single Primitive for Compositional Zero-Shot Learning ECCV 2024 InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence ECCV 2024 When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels MICCAI 2024 Consolidator: Mergable Adapter with Group Connections for Visual Adaptation ICLR 2023 Learning to Shape Rewards Using a Game of Two Partners AAAI 2023 Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023 Box-Level Active Detection CVPR 2023 Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation ICCV 2023 Bayesian Federated Learning: A Survey IJCAI 2023 MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences EMNLP 2022 Generative Knowledge Graph Construction: A Review EMNLP 2022 Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction IJCAI 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022 SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning COLING 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022 Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract) AAAI 2022 SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022 Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021 Contrastive Coding for Active Learning Under Class Distribution Mismatch ICCV 2021 IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval CVPR 2020 An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation AAAI 2020 A Variational Approach for Learning from Positive and Unlabeled Data NIPS 2020 Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020 UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019 GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition AAAI 2019 Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning IJCAI 2018 3D Model-Based Continuous Emotion Recognition CVPR 2015