Hang Su

Orcid: 0000-0001-8294-6315

Affiliations:

Tsinghua University, Department of Computer Science and Technology, Beijing, China
Tsinghua University, Tsinghua-Bosch Joint Center for ML, BNRist Center, THBI Lab, Beijing, China

According to our database¹, Hang Su authored at least 230 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Efficient Adversarial Attack Strategy Against 3D Object Detection in Autonomous Driving Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., November, 2024

A Comprehensive Survey of Continual Learning: Theory, Method and Application.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Black-box attacks on face recognition via affine-invariant training.

[BibT_eX]

[DOI]

Bowen Sun

Hang Su

Shibao Zheng

Neural Comput. Appl., May, 2024

Probabilistic Neural-Symbolic Models With Inductive Posterior Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2024

A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2024

Training Robust Deep Collaborative Filtering Models via Adversarial Noise Propagation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2024

WFSS: weighted fusion of spectral transformer and spatial self-attention for robust hyperspectral image classification against adversarial attacks.

[BibT_eX]

[DOI]

Vis. Intell., 2024

ManiBox: Enhancing Spatial Grasping Generalization via Scalable Simulation Data Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation.

[BibT_eX]

[DOI]

CoRR, 2024

Real-world Adversarial Defense against Patch Attacks based on Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2024

AEMIM: Adversarial Examples Meet Masked Image Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control.

[BibT_eX]

[DOI]

CoRR, 2024

HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study.

[BibT_eX]

[DOI]

CoRR, 2024

AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy.

[BibT_eX]

[DOI]

CoRR, 2024

PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

MicroDreamer: Zero-shot 3D Generation in ~20 Seconds by Score-based Iterative Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2024

FaceCat: Enhancing Face Recognition Security with a Unified Generative Model Framework.

[BibT_eX]

[DOI]

CoRR, 2024

BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators.

[BibT_eX]

[DOI]

CoRR, 2024

Discovering Universal Semantic Triggers for Text-to-Image Synthesis.

[BibT_eX]

[DOI]

CoRR, 2024

Noise Contrastive Alignment of Language Models with Explicit Rewards.

[BibT_eX]

[DOI]

CoRR, 2024

Your Diffusion Model is Secretly a Certifiably Robust Classifier.

[BibT_eX]

[DOI]

CoRR, 2024

Preconditioning for Physics-Informed Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Understanding adversarial attacks on observations in deep reinforcement learning.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2024

Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Improved Operator Learning by Orthogonal Attention.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Robust Classification via a Single Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FeedFace: Efficient Inference-based Face Personalization via Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Rethinking Model Ensemble in Transfer-based Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Score Regularized Policy Optimization through Diffusion Behavior.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Grounding DINO: Marrying DINO with Grounded Pre-training for Open-Set Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Controllable Navigation Instruction Generation with Chain of Thought Prompting.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Exploring the Transferability of Visual Prompting for Multimodal Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Incorporating neuro-inspired adaptability for continual learning in artificial intelligence.

[BibT_eX]

[DOI]

Nat. Mac. Intell., December, 2023

AdvFAS: A robust face anti-spoofing framework against adversarial examples.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., October, 2023

Phase Contrast Image Restoration by Formulating Its Imaging Principle and Reversing the Formulation With Deep Neural Networks.

[BibT_eX]

[DOI]

Liang Han

Hang Su

Zhaozheng Yin

IEEE Trans. Medical Imaging, April, 2023

Consistent attack: Universal adversarial perturbation on embodied vision navigation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., April, 2023

To make yourself invisible with Adversarial Semantic Contours.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., April, 2023

Improving the robustness of adversarial attacks using an affine-invariant gradient estimator.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., March, 2023

Toward the third generation artificial intelligence.

[BibT_eX]

[DOI]

Bo Zhang

Jun Zhu

Hang Su

Sci. China Inf. Sci., February, 2023

Towards a General Framework for Continual Learning with Pre-training.

[BibT_eX]

[DOI]

CoRR, 2023

How Robust is Google's Bard to Adversarial Image Attacks?

[BibT_eX]

[DOI]

CoRR, 2023

Improving Viewpoint Robustness for Visual Recognition via Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2023

Distributional Modeling for Location-Aware Adversarial Patches.

[BibT_eX]

[DOI]

CoRR, 2023

DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks in the Physical World.

[BibT_eX]

[DOI]

CoRR, 2023

PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

[BibT_eX]

[DOI]

CoRR, 2023

Decision-based iterative fragile watermarking for model integrity verification.

[BibT_eX]

[DOI]

CoRR, 2023

Adversarial Examples Detection with Enhanced Image Difference Features based on Local Histogram Equalization.

[BibT_eX]

[DOI]

CoRR, 2023

A Closer Look at Parameter-Efficient Tuning in Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Reward Informed Dreamer for Task Generalization in Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Model Generalization by On-manifold Adversarial Augmentation in the Frequency Domain.

[BibT_eX]

[DOI]

CoRR, 2023

A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking.

[BibT_eX]

[DOI]

CoRR, 2023

Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

On the Reuse Bias in Off-Policy Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

GNOT: A General Neural Operator Transformer for Operator Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Multi-Label Adversarial Attack Based on Label Correlation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Towards Viewpoint-Invariant Visual Recognition via Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Detection Transformer with Stable Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

All are Worth Words: A ViT Backbone for Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Triple-Memory Networks: A Brain-Inspired Method for Continual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

Multiple-Kernelized-Correlation-Filter-Based Track-Before-Detect Algorithm for Tracking Weak and Extended Target in Marine Radar Systems.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2022

Towards generalizable detection of face forgery via self-guided model-agnostic learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2022

Deep reinforcement learning with credit assignment for combinatorial optimization.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Query-Efficient Black-Box Adversarial Attacks Guided by a Transfer-Based Prior.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Tianshou: A Highly Modularized Deep Reinforcement Learning Library.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications.

[BibT_eX]

[DOI]

CoRR, 2022

Model-based Reinforcement Learning with a Hamiltonian Canonical ODE Network.

[BibT_eX]

[DOI]

CoRR, 2022

Consistent Attack: Universal Adversarial Perturbation on Embodied Vision Navigation.

[BibT_eX]

[DOI]

CoRR, 2022

Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

AutoDA: Automated Decision-based Iterative Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Exploring Memorization in Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Analyzing the Noise Robustness of Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Robust and Efficient Graph Correspondence Transfer for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Gradient-based conditional generative adversarial network for non-uniform blind deblurring via DenseResNet.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2021

AdvCapsNet: To defense adversarial attacks based on Capsule networks.

[BibT_eX]

[DOI]

Yueqiao Li

Hang Su

Jun Zhu

J. Vis. Commun. Image Represent., 2021

Unrestricted Adversarial Attacks on ImageNet Competition.

[BibT_eX]

[DOI]

CoRR, 2021

Model-Agnostic Meta-Attack: Towards Reliable Evaluation of Adversarial Robustness.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Attacks on ML Defense Models Competition.

[BibT_eX]

[DOI]

CoRR, 2021

You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors.

[BibT_eX]

[DOI]

CoRR, 2021

Query-based Adversarial Attacks on Graph with Fake Nodes.

[BibT_eX]

[DOI]

CoRR, 2021

Tianshou: a Highly Modularized Deep Reinforcement Learning Library.

[BibT_eX]

[DOI]

CoRR, 2021

Query2Label: A Simple Transformer Way to Multi-Label Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Training with Rectified Rejection.

[BibT_eX]

[DOI]

CoRR, 2021

Automated Decision-based Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Off-Policy Training for Truncated TD(λ) Boosted Soft Actor-Critic.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Accumulative Poisoning Attacks on Real-time Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Rethinking the Effectiveness of Selective Attention in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Bag of Tricks for Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Towards Face Encryption by Generating Adversarial Identity Masks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Black-box Detection of Backdoor Attacks with Limited Information and Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised Part Segmentation Through Disentangling Appearance and Shape.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

QAIR: Practical Query-Efficient Black-Box Attacks for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

LiBRe: A Practical Bayesian Approach to Adversarial Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Task-Distribution Reward Shaping with Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Composite Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Visual Genealogy of Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Learning Reliable Visual Saliency For Model Explanations.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Interpret Neural Networks by Extracting Critical Subnetworks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Convolutional neural network with adaptive inferential framework for skeleton-based action recognition.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2020

Weighted bilinear coding over salient body parts for person re-identification.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Toward Accurate Visual Reasoning With Dual-Path Neural Module Networks.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2020

Bi-level Score Matching for Learning Energy-based Latent Variable Models.

[BibT_eX]

[DOI]

CoRR, 2020

Delving into the Adversarial Robustness on Face Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Privacy Protection by Generating Adversarial Identity Masks.

[BibT_eX]

[DOI]

CoRR, 2020

Performance Analysis and Optimization in Privacy-Preserving Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Boosting Adversarial Training with Hypersphere Embedding.

[BibT_eX]

[DOI]

CoRR, 2020

Natural Image Deblurring Based on Ringing Artifacts Removal via Knowledge-Driven Gradient Distribution Priors.

[BibT_eX]

[DOI]

IEEE Access, 2020

Boosting Adversarial Training with Hypersphere Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adversarial Distributional Training for Robust Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Bi-level Score Matching for Learning Energy-based Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discrete Memory Addressing Variational Autoencoder for Visual Concept Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Error-Silenced Quantization: Bridging Robustness and Compactness.

[BibT_eX]

[DOI]

Zhicong Tang

Yinpeng Dong

Hang Su

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

SVQN: Sequential Variational Soft Q-Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Training Interpretable Convolutional Neural Networks by Differentiating Class-Specific Filters.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Benchmarking Adversarial Robustness on Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Pruning from Scratch.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Dynamic Network Pruning with Interpretable Layerwise Channel Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Towards controllable image descriptions with semi-supervised VAE.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

Stochastic Quantization for Learning Accurate Low-Bit Deep Neural Networks.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

Benchmarking Adversarial Robustness.

[BibT_eX]

[DOI]

CoRR, 2019

Interpretable Disentanglement of Neural Networks by Extracting Class-Specific Subnetwork.

[BibT_eX]

[DOI]

Yulong Wang

Xiaolin Hu

Hang Su

CoRR, 2019

Boosting Generative Models by Leveraging Cascaded Meta-Models.

[BibT_eX]

[DOI]

Fan Bao

Hang Su

Jun Zhu

CoRR, 2019

Reward Shaping via Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Black-box Adversarial Attacks with a Transfer-based Prior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learn a Robust Policy in Adversarial Games via Playing with an Expert Opponent.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Sparse Adversarial Perturbations for Videos.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Combo-Action: Training Agent For FPS Game with Auxiliary Tasks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Deep Structured Generative Models.

[BibT_eX]

[DOI]

CoRR, 2018

Weighted Bilinear Coding over Salient Body Parts for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2018

Sparse Adversarial Perturbations for Videos.

[BibT_eX]

[DOI]

Xingxing Wei

Jun Zhu

Hang Su

CoRR, 2018

Recognizing Facial Sketches by Generating Photorealistic Faces Guided by Descriptive Attributes.

[BibT_eX]

[DOI]

IEEE Access, 2018

Video-to-Video Translation with Global Temporal Consistency.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning to Write Stylized Chinese Characters by Reading a Handful of Examples.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Analyzing the Noise Robustness of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

Essay-Anchor Attentive Multi-Modal Bilinear Pooling for Textbook Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Recognizing Minimal Facial Sketch by Generating Photorealistic Faces With the Guidance of Descriptive Attributes.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Interpret Neural Networks by Identifying Critical Data Routing Paths.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Textbook Question Answering Under Instructor Guidance With Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Boosting Adversarial Attacks With Momentum.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Graph Correspondence Transfer for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Special Issue on Biomedical Big Data: Understanding, Learning and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2017

Joint dictionary and metric learning for person re-identification.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Motion sketch based crowd video retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Bilinear dynamics for crowd video analysis.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

Crowd Behavior Analysis via Curl and Divergence of Motion Trajectories.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization.

[BibT_eX]

[DOI]

CoRR, 2017

SAM: Semantic Attribute Modulated Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2017

Forecast the Plausible Paths in Crowd Scenes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improving Interpretability of Deep Neural Networks with Semantic Information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Interactive Cell Segmentation Based on Active and Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Resolution adaptive feature extracting and fusing framework for person re-identification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Crowd Scene Understanding with Coherent Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Motion sketch based crowd video retrieval via motion structure coding.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Joint instance and feature importance re-weighting for person reidentification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Efficient and Robust Semi-supervised Learning Over a Sparse-Regularized Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Neuron Segmentation Based on CNN with Semi-Supervised Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Design of Generalized Analog Network Coding for a Multiple-Access Relay Channel.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Cell-sensitive phase contrast microscopy imaging by multiple exposures.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Towards active annotation for detection of numerous and scattered objects.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Active sample selection and correction propagation on a gradually-augmented graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Multiple Scaled Person Re-Identification Framework for HD Video Surveillance Application.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

Kernelized View Adaptive Subspace Learning for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Power Adaptive Network Coding for a Non-Orthogonal Multiple-Access Relay Channel.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2014

The large-scale crowd analysis based on sparse spatial-temporal local binary pattern.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Representing And Recognizing Motion Trajectories: A Tube And Droplet Approach.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Cell-Sensitive Microscopy Imaging for Cell Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Interactive cell segmentation based on correction propagation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

SAGTA: Semi-automatic Ground Truth Annotation in crowd scenes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Flux based pedestrian flow estimation in occluded scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

Human detection based on CENTRIST and scale of edge selection.

[BibT_eX]

[DOI]

Changyou Deng

Hua Yang

Hang Su

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2013

The Large-Scale Crowd Behavior Perception Based on Spatio-Temporal Viscous Fluid Field.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2013

Video Sensor-Based Complex Scene Analysis with Granger Causality.

[BibT_eX]

[DOI]

Sensors, 2013

Cell segmentation in phase contrast microscopy images via semi-supervised classification over optics-related features.

[BibT_eX]

[DOI]

Medical Image Anal., 2013

Efficient Phase Contrast Microscopy Restoration Applied for Muscle Myotube Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Cell segmentation via spectral analysis on phase retardation features.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Dynamic background subtraction based on appearance and motion pattern.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Phase Contrast Image Restoration via Dictionary Representation of Diffraction Patterns.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Apoptosis Detection for Adherent Cell Populations in Time-Lapse Phase-Contrast Microscopy Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Wireless adaptive network coding strategy in multiple-access relay channels.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Crowd Event Perception Based on Spatio-temporal Viscous Fluid Field.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

The large-scale crowd density estimation based on sparse spatiotemporal local binary pattern.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Geometric Motion Flow (GMF): A New Feature for Traffic Surveillance.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image and Graphics, 2011

A Web-Based HD Telemedicine System for Remote Psychotherapy.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011

2010

The Large-Scale Crowd Density Estimation Based on Effective Region Feature Extraction Method.

[BibT_eX]

[DOI]

Hang Su

Hua Yang

Shibao Zheng

Proceedings of the Computer Vision - ACCV 2010, 2010

Hang Su

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