Bin Liu

Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint AAAI 2026 EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding AAAI 2026 Discriminative Graph Embedding Framework via Label-Free Marginal Fisher Analysis AAAI 2026 Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark ACL 2026 Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification IJCAI 2025 UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery CVPR 2025 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models ICML 2025 VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making EMNLP 2025 Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025 Training-free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-region Matching AAAI 2025 Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations AAAI 2025 Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ACL 2025 Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification ICCV 2025 ClubHeap: A High-Speed and Scalable Priority Queue for Programmable Packet Scheduling NSDI 2025 OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition ICML 2025 FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025 Empower Programmable Pipeline for Advanced Stateful Packet Processing NSDI 2024 Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection EMNLP 2024 Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024 MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024 Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024 Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling AAAI 2024 Towards More Unified In-context Visual Understanding CVPR 2024 TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection AAAI 2024 Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents IJCAI 2024 Predicting Housing Transaction with Common Covariance GNNs IJCAI 2024 EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition INTERSPEECH 2023 Fluid Dynamics-Inspired Network for Infrared Small Target Detection IJCAI 2023 Interpret ESG Rating’s Impact on the Industrial Chain Using Graph Neural Networks IJCAI 2023 ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning NIPS 2023 A Reduction-based Framework for Sequential Decision Making with Delayed Feedback NIPS 2023 VRA: Variational Rectified Activation for Out-of-distribution Detection NIPS 2023 BBDM: Image-to-Image Translation With Brownian Bridge Diffusion Models CVPR 2023 Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification ECCV 2022 Enabling In-situ Programmability in Network Data Plane: From Architecture to Language NSDI 2022 Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning OSDI 2022 Diverse Semantic Image Synthesis via Probability Distribution Modeling CVPR 2021 TDCA-Net: Time-Domain Channel Attention Network for Depression Detection INTERSPEECH 2021 Improve Unsupervised Pretraining for Few-Label Transfer ICCV 2021 ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation ICCV 2021 Joint Color-irrelevant Consistency Learning and Identity-aware Modality Adaptation for Visible-infrared Cross Modality Person Re-identification AAAI 2021 Simultaneous Change Point Inference and Structure Recovery for High Dimensional Gaussian Graphical Models JMLR 2021 Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks INTERSPEECH 2020 Parametric Instance Classification for Unsupervised Visual Feature learning NIPS 2020 DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking AAAI 2020 Learning distributed sentence vectors with bi-directional 3D convolutions COLING 2020 Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer CVPR 2020 Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020 Negative Margin Matters: Understanding Margin in Few-shot Classification ECCV 2020 GSM: Graph Similarity Model for Multi-Object Tracking IJCAI 2020 Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition INTERSPEECH 2020 Gated Recurrent Fusion of Spatial and Spectral Features for Multi-Channel Speech Separation with Deep Embedding Representations INTERSPEECH 2020 Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition INTERSPEECH 2020 Comparison of Glottal Source Parameter Values in Emotional Vowels INTERSPEECH 2020 Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations INTERSPEECH 2020 Hybrid Network Feature Extraction for Depression Assessment from Speech INTERSPEECH 2020 Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019 Automatic Depression Level Detection via ℓp-Norm Pooling INTERSPEECH 2019 Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features INTERSPEECH 2019 Semantics Disentangling for Text-To-Image Generation CVPR 2019 Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NIPS 2019 Memory-Based Neighbourhood Embedding for Visual Recognition ICCV 2019 Context and Attribute Grounded Dense Captioning CVPR 2019 Jointly Adversarial Enhancement Training for Robust End-to-End Speech Recognition INTERSPEECH 2019 Conversational Emotion Analysis via Attention Mechanisms INTERSPEECH 2019 Representing Urban Functions through Zone Embedding with Human Mobility Patterns IJCAI 2018 HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR 2018 Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition ECCV 2018 Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement INTERSPEECH 2018 Cross-Modal Hamming Hashing ECCV 2018 Making Classifier Chains Resilient to Class Imbalance ACML 2018 Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018 Online Multi-Object Tracking Using CNN-Based Single Object Tracker With Spatial-Temporal Attention Mechanism ICCV 2017 Investigating Efficient Feature Representation Methods and Training Objective for BLSTM-Based Phone Duration Prediction INTERSPEECH 2017 Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016 A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation INTERSPEECH 2016 DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps NSDI 2014 Cross-lingual Opinion Analysis via Negative Transfer Detection ACL 2014 Wire Speed Name Lookup: A GPU-based Approach NSDI 2013