← Authors

Bin Liu

78 papers · 2013–2026 · 15 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (15) 🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (27) 🧭 Keyword Pioneer 🀝 Dynamic Duo (25) πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion πŸ”₯ Unstoppable (10) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ’Ž Century Club (75) πŸ—ƒοΈ Keyword Collector (68) πŸ“ˆ Trend Setter

Conferences

INTERSPEECH (17) AAAI (13) CVPR (10) IJCAI (7) ICCV (6) NIPS (5) NSDI (5) ECCV (4) ACL (2) ACML (2) EMNLP (2) ICML (2) COLING (1) JMLR (1) OSDI (1)

Top co-authors

Nenghai Yu (25) Qi Chu (21) Jianhua Tao (21) Zheng Lian (11) Tao Gong (7) Zhentao Tan (6) Yan Lu (6) Yue Cao (5) Jian Huang (5) Dongdong Chen (5)

Keywords

representation learning (8) semantic segmentation (5) large language model (5) graph neural network (5) person re-identification (5) few-shot learning (4) metric learning (4) multimodal learning (4) feature extraction (4) contrastive learning (3) deep clustering (3) transfer learning (3) image retrieval (3) speech emotion recognition (3) zero-shot learning (2) feature embedding (2) active learning (2) multi-label classification (2) adversarial learning (2) speech synthesis (2)

Papers

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