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Bin Yang

78 papers · 2015–2026 · 15 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (15) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (112) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (20) πŸ‘‘ Triple Crown πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (268) πŸ“ˆ Trend Setter ⚑ Prolific Year (9) πŸ”₯ Unstoppable (12) πŸš€ Conference Pioneer πŸ’Ž Century Club (71)

Conferences

CVPR (18) AAAI (11) ICML (9) ECCV (8) ICCV (6) ICLR (6) WACV (5) IJCAI (4) NIPS (4) CORL (2) ACML (1) AISTATS (1) EMNLP (1) INTERSPEECH (1) NSDI (1)

Top co-authors

Raquel Urtasun (20) Chenjuan Guo (17) Ming Liang (11) Mang Ye (9) Yang Shu (8) Jilin Hu (6) Wenyuan Zeng (6) Wenke Huang (6) Peng Chen (5) Yun Chen (5)

Keywords

unsupervised learning (7) point cloud (6) autonomous driving (6) object detection (6) domain adaptation (5) person re-identification (5) 3d object detection (4) convolutional neural network (4) contrastive learning (4) semantic segmentation (3) self-supervised learning (3) lidar point cloud (3) transfer learning (3) neural network (3) test-time adaptation (3) domain generalization (3) domain shift (3) attention mechanism (2) knowledge distillation (2) catastrophic forgetting (2)

Papers

Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing AAAI 2026
DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation AAAI 2026
Rethinking Irregular Time Series Forecasting: A Simple Yet Effective Baseline AAAI 2026
Domain-Aware Suppression and Aggregation for Federated DG ReID AAAI 2026
MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026
UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization AAAI 2026
Robust Pedestrian Detection with Uncertain Modality AAAI 2026
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation WACV 2026
SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving WACV 2026
Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components AAAI 2025
No More Sibling Rivalry: Debiasing Human-Object Interaction Detection ICCV 2025
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders ICLR 2025
SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution ICML 2025
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025
LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025
Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer ICML 2025
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching ICLR 2025
Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models CVPR 2025
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation ICLR 2025
Enhancing Diversity for Data-free Quantization CVPR 2025
$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting ICML 2025
An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025
Non-asymptotic Error Bounds in $\mathcalW_2$-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity ICML 2025
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation ICML 2025
Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems ICLR 2025
TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification AAAI 2025
Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification CVPR 2024
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting ICLR 2024
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models NIPS 2024
Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024
TULIP: Transformer for Upsampling of LiDAR Point Clouds CVPR 2024
Position: What Can Large Language Models Tell Us about Time Series Analysis ICML 2024
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation ECCV 2024
Dependency-aware Differentiable Neural Architecture Search ECCV 2024
Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method ACML 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NIPS 2023
Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging CVPR 2023
FLAG3D: A 3D Fitness Activity Dataset With Language Instruction CVPR 2023
Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification ICCV 2023
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors WACV 2023
Towards Unsupervised Object Detection From LiDAR Point Clouds CVPR 2023
Weighted Mutual Learning with Diversity-Driven Model Compression NIPS 2022
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations NIPS 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022
Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems AAAI 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting IJCAI 2022
CMGAN: Conformer-based Metric GAN for Speech Enhancement INTERSPEECH 2022
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021
Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021
PnPNet: End-to-End Perception and Prediction With Tracking in the Loop CVPR 2020
Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction ECCV 2020
DSDNet: Deep Structured self-Driving Network ECCV 2020
RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects ECCV 2020
V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction ECCV 2020
Recovering and Simulating Pedestrians in the Wild CORL 2020
LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World CVPR 2020
Learning Lane Graph Representations for Motion Forecasting ECCV 2020
Physically Realizable Adversarial Examples for LiDAR Object Detection CVPR 2020
End-to-end I/O Monitoring on a Leading Supercomputer NSDI 2019
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles IJCAI 2019
Learning Joint 2D-3D Representations for Depth Completion ICCV 2019
End-To-End Interpretable Neural Motion Planner CVPR 2019
Multi-Task Multi-Sensor Fusion for 3D Object Detection CVPR 2019
HDNET: Exploiting HD Maps for 3D Object Detection CORL 2018
Learning to Reweight Examples for Robust Deep Learning ICML 2018
PIXOR: Real-Time 3D Object Detection From Point Clouds CVPR 2018
Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting With a Single Convolutional Net CVPR 2018
Deep Continuous Fusion for Multi-Sensor 3D Object Detection ECCV 2018
SBNet: Sparse Blocks Network for Fast Inference CVPR 2018
TorontoCity: Seeing the World With a Million Eyes ICCV 2017
CRAFT Objects From Images CVPR 2016
Convolutional Channel Features ICCV 2015