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Zhangyang Wang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

274

Venues

34

Active years

2012–2026

Best venue rank

A*

Where they publish

Papers

274 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIOscillation Inversion: Training-Free Image and Video Enhancement Through Oscillated Latents in Large Flow Models.Yan Zheng, Zhenxiao Liang, Xiaoyan Cong, Yi Yang, Lanqing Guo, Yuehao Wang, Peihao Wang, Zhangyang Wang
2026ACLImproving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration.Jucheng Shen, Gaurav Sarkar, Yeonju Ro, Sharath Nittur Sridhar, Zhangyang Wang, Aditya Akella, Souvik Kundu
2026ICPRGrowing Your Data: A Data Synthesis Approach for Irregular Time Series Forecasting.Tong Wang, Xuxi Chen, Zhangyang Wang, Ying Ding
2026WACVFlowMorph: Revealing an Optimizable Flow Latent Space for Controlled Image Morphing.Yan Zheng, Yi Yang, Lanqing Guo, Zhangyang Wang
2025AAAISparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study.Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang
2025ACLTime-MQA: Time Series Multi-Task Question Answering with Context Enhancement.Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen
2025AISTATSSteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity.Peihao Wang, Zhiwen Fan, Dejia Xu, Dilin Wang, Sreyas Mohan, Forrest N. Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra
2025CVPREfficient Image Generation with Variadic Attention Heads.Steven Walton, Ali Hassani, Xingqian Xu, Zhangyang Wang, Humphrey Shi
2025CVPRFeature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields.Shijie Zhou, Hui Ren, Yijia Weng, Shuwang Zhang, Zhen Wang, Dejia Xu, Zhiwen Fan, Suya You, Zhangyang Wang, Leonidas J. Guibas, Achuta Kadambi
2025CVPRStreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text.Roberto Henschel, Levon Khachatryan, Hayk Poghosyan, Daniil Hayrapetyan, Vahram Tadevosyan, Zhangyang Wang, Shant Navasardyan, Humphrey Shi
2025CVPRFlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting.Hengyu Liu, Yuehao Wang, Chenxin Li, Ruisi Cai, Kevin Wang, Wuyang Li, Pavlo Molchanov, Peihao Wang, Zhangyang Wang
2025CVPRSteepest Descent Density Control for Compact 3D Gaussian Splatting.Peihao Wang, Yuehao Wang, Dilin Wang, Sreyas Mohan, Zhiwen Fan, Lemeng Wu, Ruisi Cai, Yu-Ying Yeh, Zhangyang Wang, Qiang Liu, Rakesh Ranjan
2025CVPRA Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs.Wangbo Zhao, Yizeng Han, Jiasheng Tang, Zhikai Li, Yibing Song, Kai Wang, Zhangyang Wang, Yang You
2025EMNLPMedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models.Shrey Pandit, Jiawei Xu, Junyuan Hong, Zhangyang Wang, Tianlong Chen, Kaidi Xu, Ying Ding
2025ICLRHD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models.Hayk Manukyan, Andranik Sargsyan, Barsegh Atanyan, Zhangyang Wang, Shant Navasardyan, Humphrey Shi
2025ICLRR-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference.Zhenyu Zhang, Zechun Liu, Yuandong Tian, Harshit Khaitan, Zhangyang Wang, Steven Li
2025ICLRLLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing.Ruisi Cai, Saurav Muralidharan, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov
2025ICLRSPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training.Tianjin Huang, Ziquan Zhu, Gaojie Jin, Lu Liu, Zhangyang Wang, Shiwei Liu
2025ICLR4K4DGen: Panoramic 4D Generation at 4K Resolution.Renjie Li, Panwang Pan, Bangbang Yang, Dejia Xu, Shijie Zhou, Xuanyang Zhang, Zeming Li, Achuta Kadambi, Zhangyang Wang, Zhengzhong Tu, Zhiwen Fan
2025ICLRUnderstanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing.Peihao Wang, Ruisi Cai, Yuehao Wang, Jiajun Zhu, Pragya Srivastava, Zhangyang Wang, Pan Li
2025ICLRTransformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow.Hongru Yang, Zhangyang Wang, Jason D. Lee, Yingbin Liang
2025ICMLOn the Provable Separation of Scales in Maximal Update Parameterization.Letong Hong, Zhangyang Wang
2025ICMLFrom Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications.Ajay Kumar Jaiswal, Yifan Wang, Lu Yin, Shiwei Liu, Runjin Chen, Jiawei Zhao, Ananth Grama, Yuandong Tian, Zhangyang Wang
2025ICMLHALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training.Geon-Woo Kim, Junbo Li, Shashidhar Gandham, Omar Baldonado, Adithya Gangidi, Pavan Balaji, Zhangyang Wang, Aditya Akella
2025ICMLPIPA: Preference Alignment as Prior-Informed Statistical Estimation.Junbo Li, Zhangyang Wang, Qiang Liu
2025ICMLOn-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving.Yeonju Ro, Zhenyu Zhang, Souvik Kundu, Zhangyang Wang, Aditya Akella
2025ICMLCavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention.Dejia Xu, Yifan Jiang, Chen Huang, Liangchen Song, Thorsten Gernoth, Liangliang Cao, Zhangyang Wang, Hao Tang
2025ICMLRethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding.Jiajun Zhu, Peihao Wang, Ruisi Cai, Jason D. Lee, Pan Li, Zhangyang Wang
2025WACVCopy or Not? Reference-Based Face Image Restoration with Fine Details.Min Jin Chong, Dejia Xu, Yi Zhang, Zhangyang Wang, David A. Forsyth, Gurunandan Krishnan, Yicheng Wu, Jian Wang
2024ACLRankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models.Gabriel J. Perin, Xuxi Chen, Shusen Liu, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher
2024CVPRForget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models.Gong Zhang, Kai Wang, Xingqian Xu, Zhangyang Wang, Humphrey Shi
2024CVPRNeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction.Wenyan Cong, Hanxue Liang, Zhiwen Fan, Peihao Wang, Yifan Jiang, Dejia Xu, A. Cengiz ztireli, Zhangyang Wang
2024CVPROpenBias: Open-Set Bias Detection in Text-to-Image Generative Models.Moreno D'Inc, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe
2024CVPRPOPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference.Zhiwen Fan, Panwang Pan, Peihao Wang, Yifan Jiang, Dejia Xu, Zhangyang Wang
2024CVPRPAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor.Vidit Goel, Elia Peruzzo, Yifan Jiang, Dejia Xu, Xingqian Xu, Nicu Sebe, Trevor Darrell, Zhangyang Wang, Humphrey Shi
2024CVPRDGBD: Depth Guided Branched Diffusion for Comprehensive Controllability in Multi-View Generation.Hovhannes Margaryan, Daniil Hayrapetyan, Wenyan Cong, Zhangyang Wang, Humphrey Shi
2024CVPRZero-Painter: Training-Free Layout Control for Text-to-Image Synthesis.Marianna Ohanyan, Hayk Manukyan, Zhangyang Wang, Shant Navasardyan, Humphrey Shi
2024CVPRLift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D.Mukund Varma T., Peihao Wang, Zhiwen Fan, Zhangyang Wang, Hao Su, Ravi Ramamoorthi
2024CVPRTaming Mode Collapse in Score Distillation for Text-to-3D Generation.Peihao Wang, Dejia Xu, Zhiwen Fan, Dilin Wang, Sreyas Mohan, Forrest N. Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra
2024CVPRPrompt-Free Diffusion: Taking "Text" Out of Text-to-Image Diffusion Models.Xingqian Xu, Jiayi Guo, Zhangyang Wang, Gao Huang, Irfan Essa, Humphrey Shi
2024CVPRFeature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields.Shijie Zhou, Haoran Chang, Sicheng Jiang, Zhiwen Fan, Zehao Zhu, Dejia Xu, Pradyumna Chari, Suya You, Zhangyang Wang, Achuta Kadambi
2024ECCVVersatileGaussian: Real-Time Neural Rendering for Versatile Tasks Using Gaussian Splatting.Renjie Li, Zhiwen Fan, Bohua Wang, Peihao Wang, Zhangyang Wang, Xi Wu
2024ECCVDreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting.Shijie Zhou, Zhiwen Fan, Dejia Xu, Haoran Chang, Pradyumna Chari, Tejas Bharadwaj, Suya You, Zhangyang Wang, Achuta Kadambi
2024ECCVFSGS: Real-Time Few-Shot View Synthesis Using Gaussian Splatting.Zehao Zhu, Zhiwen Fan, Yifan Jiang, Zhangyang Wang
2024ICASSPGrounded-Instruct-Pix2Pix: Improving Instruction Based Image Editing with Automatic Target Grounding.Artur Shagidanov, Hayk Poghosyan, Xinyu Gong, Zhangyang Wang, Shant Navasardyan, Humphrey Shi
2024ICLREfficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day.Yifan Jiang, Hao Tang, Jen-Hao Rick Chang, Liangchen Song, Zhangyang Wang, Liangliang Cao
2024ICLRData Distillation Can Be Like Vodka: Distilling More Times For Better Quality.Xuxi Chen, Yu Yang, Zhangyang Wang, Baharan Mirzasoleiman
2024ICLRPrincipled Architecture-aware Scaling of Hyperparameters.Wuyang Chen, Junru Wu, Zhangyang Wang, Boris Hanin
2024ICLRDP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer.Junyuan Hong, Jiachen T. Wang, Chenhui Zhang, Zhangheng Li, Bo Li, Zhangyang Wang
2024ICLRSocial Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community.Arman Isajanyan, Artur Shatveryan, David Kocharian, Zhangyang Wang, Humphrey Shi
2024ICLRCompressing LLMs: The Truth is Rarely Pure and Never Simple.Ajay Kumar Jaiswal, Zhe Gan, Xianzhi Du, Bowen Zhang, Zhangyang Wang, Yinfei Yang
2024ICLRDoubly Robust Instance-Reweighted Adversarial Training.Daouda Sow, Sen Lin, Zhangyang Wang, Yingbin Liang
2024ICLRPolynomial Width is Sufficient for Set Representation with High-dimensional Features.Peihao Wang, Shenghao Yang, Shu Li, Zhangyang Wang, Pan Li
2024ICLRLatent 3D Graph Diffusion.Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen
2024ICLRSafe and Robust Watermark Injection with a Single OoD Image.Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2024ICMLJunk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs "Difficult" Downstream Tasks in LLMs.Lu Yin, Ajay Kumar Jaiswal, Shiwei Liu, Souvik Kundu, Zhangyang Wang
2024ICMLOutlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity.Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, Ajay Kumar Jaiswal, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu
2024ICMLFlextron: Many-in-One Flexible Large Language Model.Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov
2024ICMLLoCoCo: Dropping In Convolutions for Long Context Compression.Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen
2024ICMLLLaGA: Large Language and Graph Assistant.Runjin Chen, Tong Zhao, Ajay Kumar Jaiswal, Neil Shah, Zhangyang Wang
2024ICMLGet More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference.Harry Dong, Xinyu Yang, Zhenyu Zhang, Zhangyang Wang, Yuejie Chi, Beidi Chen
2024ICMLDecoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer, Brian R. Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li
2024ICMLSparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once.Zhangheng Li, Shiwei Liu, Tianlong Chen, Ajay Kumar Jaiswal, Zhenyu Zhang, Dilin Wang, Raghuraman Krishnamoorthi, Shiyu Chang, Zhangyang Wang
2024ICMLRevisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark.Yihua Zhang, Pingzhi Li, Junyuan Hong, Jiaxiang Li, Yimeng Zhang, Wenqing Zheng, Pin-Yu Chen, Jason D. Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, Tianlong Chen
2024ICMLGaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection.Jiawei Zhao, Zhenyu Zhang, Beidi Chen, Zhangyang Wang, Anima Anandkumar, Yuandong Tian
2024IROSMM3DGS SLAM: Multi-modal 3D Gaussian Splatting for SLAM Using Vision, Depth, and Inertial Measurements.Lisong C. Sun, Neel P. Bhatt, Jonathan C. Liu, Zhiwen Fan, Zhangyang Wang, Todd E. Humphreys, Ufuk Topcu
2024WWWTurning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting.Yan Han, Kaiqi Chen, Shan Li, Ji Yan, Baoxu Shi, Lei Zhang, Fei Chen, Jaewon Yang, Yunpeng Xu, Xiaoqiang Luo, Qi He, Ying Ding, Zhangyang Wang
2024WACVFarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude.Feng Liu, Ryan Ashbaugh, Nicholas Chimitt, Najmul Hassan, Ali Hassani, Ajay Jaiswal, Minchul Kim, Zhiyuan Mao, Christopher Perry, Zhiyuan Ren, Yiyang Su, Pegah Varghaei, Kai Wang, Stanley H. Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu
2023AAAISafeguarded Learned Convex Optimization.Howard Heaton, Xiaohan Chen, Zhangyang Wang, Wotao Yin
2023AAAIFederated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning.Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023AAAIPeeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training.Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang
2023ACLDSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models.Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng
2023AISTATSLearning to Generalize Provably in Learning to Optimize.Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang
2023AISTATSOn the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks.Hongru Yang, Zhangyang Wang
2023ASPDACData-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices.Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao
2023CVPRAligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training.Yifan Jiang, Peter Hedman, Ben Mildenhall, Dejia Xu, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
2023CVPRMany-Task Federated Learning: A New Problem Setting and A Simple Baseline.Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth Srinivasa, Myungjin Lee, Ramana Kompella, Zhangyang Wang
2023CVPRMMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition.Xinyu Gong, Sreyas Mohan, Naina Dhingra, Jean-Charles Bazin, Yilei Li, Zhangyang Wang, Rakesh Ranjan
2023CVPRAccelerable Lottery Tickets with the Mixed-Precision Quantization.Zhangheng Li, Yu Gong, Zhenyu Zhang, Xingyun Xue, Tianlong Chen, Yi Liang, Bo Yuan, Zhangyang Wang
2023CVPRSpecialist Diffusion: Plug-and-Play Sample-Efficient Fine-Tuning of Text-to-Image Diffusion Models to Learn Any Unseen Style.Haoming Lu, Hazarapet Tunanyan, Kai Wang, Shant Navasardyan, Zhangyang Wang, Humphrey Shi
2023CVPRNeuralLift-360: Lifting an in-the-Wild 2D Photo to A 3D Object with 360° Views.Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang
2023CVPRAutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection.Wentao Zhu, Yufang Huang, Xiufeng Xie, Wenxian Liu, Jincan Deng, Debing Zhang, Zhangyang Wang, Ji Liu
2023ICCADINR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing.Stefan Abi-Karam, Rishov Sarkar, Dejia Xu, Zhiwen Fan, Zhangyang Wang, Cong Hao
2023ICCADEdge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-Level Sparsity via Mixture-of-Experts.Rishov Sarkar, Hanxue Liang, Zhiwen Fan, Zhangyang Wang, Cong Hao
2023ICCVAdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts.Tianlong Chen, Xuxi Chen, Xianzhi Du, Abdullah Rashwan, Fan Yang, Huizhong Chen, Zhangyang Wang, Yeqing Li
2023ICCVEnhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts.Wenyan Cong, Hanxue Liang, Peihao Wang, Zhiwen Fan, Tianlong Chen, Mukund Varma T., Yi Wang, Zhangyang Wang
2023ICCVVision HGNN: An Image is More than a Graph of Nodes.Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, Zhangyang Wang
2023ICCVPhysics-Driven Turbulence Image Restoration with Stochastic Refinement.Ajay Jaiswal, Xingguang Zhang, Stanley H. Chan, Zhangyang Wang
2023ICCVText2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators.Levon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan, Roberto Henschel, Zhangyang Wang, Shant Navasardyan, Humphrey Shi
2023ICCVStegaNeRF: Embedding Invisible Information within Neural Radiance Fields.Chenxin Li, Brandon Y. Feng, Zhiwen Fan, Panwang Pan, Zhangyang Wang
2023ICCVVersatile Diffusion: Text, Images and Variations All in One Diffusion Model.Xingqian Xu, Zhangyang Wang, Eric J. Zhang, Kai Wang, Humphrey Shi
2023ICCVRobust Mixture-of-Expert Training for Convolutional Neural Networks.Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu
2023ICLRHotProtein: A Novel Framework for Protein Thermostability Prediction and Editing.Tianlong Chen, Chengyue Gong, Daniel Jesus Diaz, Xuxi Chen, Jordan Tyler Wells, Qiang Liu, Zhangyang Wang, Andrew D. Ellington, Alex Dimakis, Adam R. Klivans
2023ICLRSparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers.Tianlong Chen, Zhenyu Zhang, Ajay Kumar Jaiswal, Shiwei Liu, Zhangyang Wang
2023ICLRNeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes.Zhiwen Fan, Peihao Wang, Yifan Jiang, Xinyu Gong, Dejia Xu, Zhangyang Wang
2023ICLRContinuous-Discrete Convolution for Geometry-Sequence Modeling in Proteins.Hehe Fan, Zhangyang Wang, Yi Yang, Mohan S. Kankanhalli
2023ICLRRevisiting Pruning at Initialization Through the Lens of Ramanujan Graph.Duc N. M. Hoang, Shiwei Liu, Radu Marculescu, Zhangyang Wang
2023ICLRLayer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations.Ziyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen, Xiyang Dai, Lu Yuan, Zicheng Liu, Zhangyang Wang
2023ICLRMore ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity.Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Krkkinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang
2023ICLRSparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, Ajay Kumar Jaiswal, Zhangyang Wang
2023ICLRIs Attention All That NeRF Needs?Mukund Varma T., Peihao Wang, Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang
2023ICLRLearning to Grow Pretrained Models for Efficient Transformer Training.Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogrio Feris, David Daniel Cox, Zhangyang Wang, Yoon Kim
2023ICLREquivariant Hypergraph Diffusion Neural Operators.Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li
2023ICLRM-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation.Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang
2023ICLRGraph Domain Adaptation via Theory-Grounded Spectral Regularization.Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
2023ICLRTurning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection.Shuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023ICMLTowards Constituting Mathematical Structures for Learning to Optimize.Jialin Liu, Xiaohan Chen, Zhangyang Wang, Wotao Yin, HanQin Cai
2023ICMLRobust Weight Signatures: Gaining Robustness as Easy as Patching Weights?Ruisi Cai, Zhenyu Zhang, Zhangyang Wang
2023ICMLLearning to Optimize Differentiable Games.Xuxi Chen, Nelson Vadori, Tianlong Chen, Zhangyang Wang
2023ICMLAre Large Kernels Better Teachers than Transformers for ConvNets?Tianjin Huang, Lu Yin, Zhenyu Zhang, Li Shen, Meng Fang, Mykola Pechenizkiy, Zhangyang Wang, Shiwei Liu
2023ICMLGraph Ladling: Shockingly Simple Parallel GNN Training without Intermediate Communication.Ajay Kumar Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding, Zhangyang Wang
2023ICMLInstant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models.Ajay Kumar Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding, Zhangyang Wang
2023ICMLLowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit.Yeonju Ro, Zhangyang Wang, Vijay Chidambaram, Aditya Akella
2023ICMLData Efficient Neural Scaling Law via Model Reusing.Peihao Wang, Rameswar Panda, Zhangyang Wang
2023ICMLOutline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation.Wenqing Zheng, S. P. Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
2023MICCAIHow Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang
2023QCEQuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits.Tianlong Chen, Zhenyu Zhang, Hanrui Wang, Jiaqi Gu, Zirui Li, David Z. Pan, Frederic T. Chong, Song Han, Zhangyang Wang
2023WACVAttend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances.Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang
2023WSDMSearch Behavior Prediction: A Hypergraph Perspective.Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian
2022AAAIFederated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better.Sameer Bibikar, Haris Vikalo, Zhangyang Wang, Xiaohan Chen
2022AISTATSVFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition.Randy Ardywibowo, Shahin Boluki, Zhangyang Wang, Bobak J. Mortazavi, Shuai Huang, Xiaoning Qian
2022CIKMAutoMARS: Searching to Compress Multi-Modality Recommendation Systems.Duc Hoang, Haotao Wang, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Zhangyang Wang
2022CVPRVideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution.Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel, Zhangyang Wang, Humphrey Shi, Xiaolong Wang
2022CVPRAug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations.Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang
2022CVPRThe Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy.Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
2022CVPRQuarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free.Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang
2022CVPRCADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings.Zhiwen Fan, Tianlong Chen, Peihao Wang, Zhangyang Wang
2022CVPREI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval.Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie
2022CVPRLocating Urban Trees near Electric Wires using Google Street View Photos: A New Dataset and A Semi-Supervised Learning Approach in the Wild.Artur Andr Almeida de Macedo Oliveira, Zhangyang Wang, Roberto Hirata
2022CVPRDiSparse: Disentangled Sparsification for Multitask Model Compression.Xinglong Sun, Ali Hassani, Zhangyang Wang, Gao Huang, Humphrey Shi
2022DACFPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results.Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2022ECCVScalable Learning to Optimize: A Learned Optimizer Can Train Big Models.Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang
2022ECCVA Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation.Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou
2022ECCVUnified Implicit Neural Stylization.Zhiwen Fan, Yifan Jiang, Peihao Wang, Xinyu Gong, Dejia Xu, Zhangyang Wang
2022ECCVDnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment.Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
2022ECCVFast and High Quality Image Denoising via Malleable Convolution.Yifan Jiang, Bartlomiej Wronski, Ben Mildenhall, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
2022ECCVPoint Cloud Domain Adaptation via Masked Local 3D Structure Prediction.Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang
2022ECCVSingle Frame Atmospheric Turbulence Mitigation: A Benchmark Study and a New Physics-Inspired Transformer Model.Zhiyuan Mao, Ajay Jaiswal, Zhangyang Wang, Stanley H. Chan
2022ECCVSinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image.Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang
2022FPLAuto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization.Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2022ICASSPDynimp: Dynamic Imputation for Wearable Sensing Data through Sensory and Temporal Relatedness.Zepeng Huo, Taowei Ji, Yifei Liang, Shuai Huang, Zhangyang Wang, Xiaoning Qian, Bobak Mortazavi
2022ICASSPTowards Lifelong Learning of Multilingual Text-to-Speech Synthesis.Mu Yang, Shaojin Ding, Tianlong Chen, Tong Wang, Zhangyang Wang
2022ICDMRoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging.Ajay Jaiswal, Kumar Ashutosh, Justin F. Rousseau, Yifan Peng, Zhangyang Wang, Ying Ding
2022ICLRAuto-scaling Vision Transformers without Training.Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
2022ICLRPeek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently.Xiaohan Chen, Jason Zhang, Zhangyang Wang
2022ICLRSparsity Winning Twice: Better Robust Generalization from More Efficient Training.Tianlong Chen, Zhenyu Zhang, Pengjun Wang, Santosh Balachandra, Haoyu Ma, Zehao Wang, Zhangyang Wang
2022ICLRAudio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable.Shaojin Ding, Tianlong Chen, Zhangyang Wang
2022ICLREfficient Split-Mix Federated Learning for On-Demand and In-Situ Customization.Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2022ICLROptimizer Amalgamation.Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
2022ICLRDeep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity.Shiwei Liu, Tianlong Chen, Zahra Atashgahi, Xiaohan Chen, Ghada Sokar, Elena Mocanu, Mykola Pechenizkiy, Zhangyang Wang, Decebal Constantin Mocanu
2022ICLRThe Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training.Shiwei Liu, Tianlong Chen, Xiaohan Chen, Li Shen, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy
2022ICLRLearning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining.Lu Miao, Xiaolong Luo, Tianlong Chen, Wuyang Chen, Dong Liu, Zhangyang Wang
2022ICLRAnti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice.Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
2022ICLRBayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How.Yuning You, Yue Cao, Tianlong Chen, Zhangyang Wang, Yang Shen
2022ICLRUnified Visual Transformer Compression.Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
2022ICLRSymbolic Learning to Optimize: Towards Interpretability and Scalability.Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang
2022ICLRCold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods.Wenqing Zheng, Edward W. Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian
2022ICMLVariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty.Randy Ardywibowo, Zepeng Huo, Zhangyang Wang, Bobak J. Mortazavi, Shuai Huang, Xiaoning Qian
2022ICMLCoarsening the Granularity: Towards Structurally Sparse Lottery Tickets.Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang
2022ICMLData-Efficient Double-Win Lottery Tickets from Robust Pre-training.Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang
2022ICMLLinearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness.Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang
2022ICMLTraining Your Sparse Neural Network Better with Any Mask.Ajay Kumar Jaiswal, Haoyu Ma, Tianlong Chen, Ying Ding, Zhangyang Wang
2022ICMLUniversality of Winning Tickets: A Renormalization Group Perspective.William T. Redman, Tianlong Chen, Zhangyang Wang, Akshunna S. Dogra
2022ICMLNeural Implicit Dictionary Learning via Mixture-of-Expert Training.Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang
2022ICMLRemoving Batch Normalization Boosts Adversarial Training.Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li, Zhangyang Wang
2022ICMLPartial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition.Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex J. Smola, Zhangyang Wang
2022MICCAILong-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang
2022WACVSandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity.Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang
2022WACVKnowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop.Yan Han, Chongyan Chen, Ahmed H. Tewfik, Benjamin S. Glicksberg, Ying Ding, Yifan Peng, Zhangyang Wang
2022WACVAuto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search.Yifan Jiang, Xinyu Gong, Junru Wu, Humphrey Shi, Zhicheng Yan, Zhangyang Wang
2022WSDMBringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations.Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
2021AAAILearning Model-Based Privacy Protection under Budget Constraints.Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2021ACLEarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets.Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang, Jingjing Liu
2021CVPRDissecting the High-Frequency Bias in Convolutional Neural Networks.Antonio A. Abello, Roberto Hirata, Zhangyang Wang
2021CVPRDebiased Subjective Assessment of Real-World Image Enhancement.Peibei Cao, Zhangyang Wang, Kede Ma
2021CVPRThe Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models.Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang
2021CVPR"BNN - BN = ?": Training Binary Neural Networks Without Batch Normalization.Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang
2021CVPRE2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles.Zhenyu Hu, Pengcheng Pi, Zhenyu Wu, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2021CVPRTroubleshooting Blind Image Quality Models in the Wild.Zhihua Wang, Haotao Wang, Tianlong Chen, Zhangyang Wang, Kede Ma
2021DACInstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks.Yonggan Fu, Zhongzhi Yu, Yongan Zhang, Yifan Jiang, Chaojian Li, Yongyuan Liang, Mingchao Jiang, Zhangyang Wang, Yingyan Lin
2021ICASSPVGAI: End-to-End Learning of Vision-Based Decentralized Controllers for Robot Swarms.Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler
2021ICCVSearching for Two-Stream Models in Multivariate Space for Video Recognition.Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan
2021ICCVGDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization.Yi Guo, Huan Yuan, Jianchao Tan, Zhangyang Wang, Sen Yang, Ji Liu
2021ICCVSSH: A Self-Supervised Framework for Image Harmonization.Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang
2021ICLRNeural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective.Wuyang Chen, Xinyu Gong, Zhangyang Wang
2021ICLRContrastive Syn-to-Real Generalization.Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jos M. lvarez, Zhangyang Wang, Anima Anandkumar
2021ICLRRobust Overfitting may be mitigated by properly learned smoothening.Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang
2021ICLRLong Live the Lottery: The Existence of Winning Tickets in Lifelong Learning.Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang
2021ICLRUndistillable: Making A Nasty Teacher That CANNOT teach students.Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang
2021ICLRA Design Space Study for LISTA and Beyond.Tianjian Meng, Xiaohan Chen, Yifan Jiang, Zhangyang Wang
2021ICLRLearning A Minimax Optimizer: A Pilot Study.Jiayi Shen, Xiaohan Chen, Howard Heaton, Tianlong Chen, Jialin Liu, Wotao Yin, Zhangyang Wang
2021ICLRUMEC: Unified model and embedding compression for efficient recommendation systems.Jiayi Shen, Haotao Wang, Shupeng Gui, Jianchao Tan, Zhangyang Wang, Ji Liu
2021ICMLA Unified Lottery Ticket Hypothesis for Graph Neural Networks.Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang
2021ICMLSelf-Damaging Contrastive Learning.Ziyu Jiang, Tianlong Chen, Bobak J. Mortazavi, Zhangyang Wang
2021ICMLGraph Contrastive Learning Automated.Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang
2021ICMLEfficient Lottery Ticket Finding: Less Data is More.Zhenyu Zhang, Xuxi Chen, Tianlong Chen, Zhangyang Wang
2021ICMLSparse and Imperceptible Adversarial Attack via a Homotopy Algorithm.Mingkang Zhu, Tianlong Chen, Zhangyang Wang
2021KDDFederated Adversarial Debiasing for Fair and Transferable Representations.Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou
2020AAAIPractical Solutions for Machine Learning Safety in Autonomous Vehicles.Sina Mohseni, Mandar Pitale, Vasu Singh, Zhangyang Wang
2020AAAISelf-Supervised Learning for Generalizable Out-of-Distribution Detection.Sina Mohseni, Mandar Pitale, J. B. S. Yadawa, Zhangyang Wang
2020AAAIFractional Skipping: Towards Finer-Grained Dynamic CNN Inference.Jianghao Shen, Yue Wang, Pengfei Xu, Yonggan Fu, Zhangyang Wang, Yingyan Lin
2020AISTATSUncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery.Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi
2020CVPRAdversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning.Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang
2020CVPRPeek-a-Boo: Occlusion Reasoning in Indoor Scenes With Plane Representations.Ziyu Jiang, Buyu Liu, Samuel Schulter, Zhangyang Wang, Manmohan Chandraker
2020CVPRFocus Longer to See Better: Recursively Refined Attention for Fine-Grained Image Classification.Prateek Shroff, Tianlong Chen, Yunchao Wei, Zhangyang Wang
2020CVPRL2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks.Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
2020CVPRIn Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation.Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang
2020ECCVWhat Does CNN Shift Invariance Look Like? A Visualization Study.Jake Lee, Junfeng Yang, Zhangyang Wang
2020ECCVHALO: Hardware-Aware Learning to Optimize.Chaojian Li, Tianlong Chen, Haoran You, Zhangyang Wang, Yingyan Lin
2020ECCVGAN Slimming: All-in-One GAN Compression by a Unified Optimization Framework.Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang
2020ECCVDeep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches.Shuai Yang, Zhangyang Wang, Jiaying Liu, Zongming Guo
2020ICLRFasterSeg: Searching for Faster Real-time Semantic Segmentation.Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
2020ICLRTriple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference.Ting-Kuei Hu, Tianlong Chen, Haotao Wang, Zhangyang Wang
2020ICLRI Am Going MAD: Maximum Discrepancy Competition for Comparing Classifiers Adaptively.Haotao Wang, Tianlong Chen, Zhangyang Wang, Kede Ma
2020ICLRDrawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks.Haoran You, Chaojian Li, Pengfei Xu, Yonggan Fu, Yue Wang, Xiaohan Chen, Richard G. Baraniuk, Zhangyang Wang, Yingyan Lin
2020ICMLNADS: Neural Architecture Distribution Search for Uncertainty Awareness.Randy Ardywibowo, Shahin Boluki, Xinyu Gong, Zhangyang Wang, Xiaoning Qian
2020ICMLSelf-PU: Self Boosted and Calibrated Positive-Unlabeled Training.Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang
2020ICMLAutomated Synthetic-to-Real Generalization.Wuyang Chen, Zhiding Yu, Zhangyang Wang, Animashree Anandkumar
2020ICMLAutoGAN-Distiller: Searching to Compress Generative Adversarial Networks.Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
2020ICMLEliminating the Invariance on the Loss Landscape of Linear Autoencoders.Reza Oftadeh, Jiayi Shen, Zhangyang Wang, Dylan A. Shell
2020ICMLWhen Does Self-Supervision Help Graph Convolutional Networks?Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
2020ICPRGPSRL: Learning Semi-Parametric Bayesian Survival Rule Lists from Heterogeneous Patient Data.Ameer Hamza Shakur, Xiaoning Qian, Zhangyang Wang, Bobak Mortazavi, Shuai Huang
2020InterspeechAutoSpeech: Neural Architecture Search for Speaker Recognition.Shaojin Ding, Tianlong Chen, Xinyu Gong, Weiwei Zha, Zhangyang Wang
2020ISCASmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation.Yang Zhao, Xiaohan Chen, Yue Wang, Chaojian Li, Haoran You, Yonggan Fu, Yuan Xie, Zhangyang Wang, Yingyan Lin
2020WACVDAVID: Dual-Attentional Video Deblurring.Junru Wu, Xiang Yu, Ding Liu, Manmohan Chandraker, Zhangyang Wang
2020WACVCalibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification.Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua
2019AISTATSAdaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models.Randy Ardywibowo, Guang Zhao, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian
2019CVPRCollaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images.Wuyang Chen, Ziyu Jiang, Zhangyang Wang, Kexin Cui, Xiaoning Qian
2019CVPRArcticNet: A Deep Learning Solution to Classify the Arctic Area.Ziyu Jiang, Kate Von Ness, Julie Loisel, Zhangyang Wang
2019CVPRSingle Image Deraining: A Comprehensive Benchmark Analysis.Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Marcondes Cesar Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao
2019CVPRAll-in-One Underwater Image Enhancement Using Domain-Adversarial Learning.Pritish M. Uplavikar, Zhenyu Wu, Zhangyang Wang
2019ICASSPDADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification.Xiaofeng Zhang, Zhangyang Wang, Dong Liu, Qing Ling
2019ICCVABD-Net: Attentive but Diverse Person Re-Identification.Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang
2019ICCVAutoGAN: Neural Architecture Search for Generative Adversarial Networks.Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang
2019ICCVDeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better.Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
2019ICCVDelving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach.Zhenyu Wu, Karthik Suresh, Priya Narayanan, Hongyu Xu, Heesung Kwon, Zhangyang Wang
2019ICCVControllable Artistic Text Style Transfer via Shape-Matching GAN.Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo
2019ICLRALISTA: Analytic Weights Are As Good As Learned Weights in LISTA.Jialin Liu, Xiaohan Chen, Zhangyang Wang, Wotao Yin
2019ICMLPlug-and-Play Methods Provably Converge with Properly Trained Denoisers.Ernest K. Ryu, Jialin Liu, Sicheng Wang, Xiaohan Chen, Zhangyang Wang, Wotao Yin
2019MICCAICone-Beam Computed Tomography (CBCT) Segmentation by Adversarial Learning Domain Adaptation.Xiaoqian Jia, Sicheng Wang, Xiao Liang, Anjali Balagopal, Dan Nguyen, Ming Yang, Zhangyang Wang, Jim Xiuquan Ji, Xiaoning Qian, Steve B. Jiang
2018AAAIVisual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training.Bowen Cheng, Ding Liu, Zhangyang Wang, Haichao Zhang, Thomas S. Huang
2018AAAIEnd-to-End United Video Dehazing and Detection.Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, Dan Feng
2018AAAIPredicting Depression Severity by Multi-Modal Feature Engineering and Fusion.Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang
2018ECCVTowards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study.Zhenyu Wu, Zhangyang Wang, Zhaowen Wang, Hailin Jin
2018ECCVVisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Haotian Wu, Lianjie Wang, Arne Schumann, Chase Brown, Qian Chen, Chengzheng Li, Dongdong Li, Emmanouil Michail, Fan Zhang, Feng Ni, Feng Zhu, Guanghui Wang, Haipeng Zhang, Han Deng, Hao Liu, Haoran Wang, Heqian Qiu, Honggang Qi, Honghui Shi, Hongliang Li, Hongyu Xu, Hu Lin, Ioannis Kompatsiaris, Jian Cheng, Jianqiang Wang, Jianxiu Yang, Jingkai Zhou, Juanping Zhao, K. J. Joseph, Kaiwen Duan, Karthik Suresh, Bo Ke, Ke Wang, Konstantinos Avgerinakis, Lars Wilko Sommer, Lei Zhang, Li Yang, Lin Cheng, Lin Ma, Liyu Lu, Lu Ding, Minyu Huang, Naveen Kumar Vedurupaka, Nehal Mamgain, Nitin Bansal, Oliver Acatay, Panagiotis Giannakeris, Qian Wang, Qijie Zhao, Qingming Huang, Qiong Liu, Qishang Cheng, Qiuchen Sun, Robert Laganire, Sheng Jiang, Shengjin Wang, Shubo Wei, Siwei Wang, Stefanos Vrochidis, Sujuan Wang, Tiaojio Lee, Usman Sajid, Vineeth N. Balasubramanian, Wei Li, Wei Zhang, Weikun Wu, Wenchi Ma, Wenrui He, Wenzhe Yang, Xiaoyu Chen, Xin Sun, Xinbin Luo, Xintao Lian, Xiufang Li, Yangliu Kuai, Yali Li, Yi Luo, Yifan Zhang, Yiling Liu, Ying Li, Yong Wang, Yongtao Wang, Yuanwei Wu, Yue Fan, Yunchao Wei, Yuqin Zhang, Zexin Wang, Zhangyang Wang, Zhaoyue Xia, Zhen Cui, Zhenwei He, Zhipeng Deng, Zhiyao Guo, Zichen Song
2018ICDMGrowing Deep Forests Efficiently with Soft Routing and Learned Connectivity.Jianghao Shen, Sicheng Wang, Zhangyang Wang
2018ICMLDeep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions.Junru Wu, Yue Wang, Zhenyu Wu, Zhangyang Wang, Ashok Veeraraghavan, Yingyan Lin
2018IJCAIWhen Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.Ding Liu, Bihan Wen, Xianming Liu, Zhangyang Wang, Thomas S. Huang
2018KDDSubspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases.Mengying Sun, Inci M. Baytas, Liang Zhan, Zhangyang Wang, Jiayu Zhou
2017ACIIRobust emotion recognition from low quality and low bit rate video: A deep learning approach.Bowen Cheng, Zhangyang Wang, Zhaobin Zhang, Zhu Li, Ding Liu, Jianchao Yang, Shuai Huang, Thomas S. Huang
2017BMVCTransformed Anti-Sparse Hashing.Zhangyang Wang, Ji Liu, Shuai Huang, Xinchao Wang, Shiyu Chang
2017CVPRBalanced Two-Stage Residual Networks for Image Super-Resolution.Yuchen Fan, Honghui Shi, Jiahui Yu, Ding Liu, Wei Han, Haichao Yu, Zhangyang Wang, Xinchao Wang, Thomas S. Huang
2017CVPRNTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results.Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristvo Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo
2017ICCVAOD-Net: All-in-One Dehazing Network.Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, Dan Feng
2017ICCVRobust Video Super-Resolution with Learned Temporal Dynamics.Ding Liu, Zhaowen Wang, Yuchen Fan, Xianming Liu, Zhangyang Wang, Shiyu Chang, Thomas S. Huang
2017ICIPComputed tomography super-resolution using convolutional neural networks.Haichao Yu, Ding Liu, Honghui Shi, Hanchao Yu, Zhangyang Wang, Xinchao Wang, Brent Cross, Matthew Bramler, Thomas S. Huang
2017IJCAIDoubly Sparsifying Network.Zhangyang Wang, Shuai Huang, Jiayu Zhou, Thomas S. Huang
2017IJCNNImage aesthetics assessment using Deep Chatterjee's machine.Zhangyang Wang, Ding Liu, Shiyu Chang, Florin Dolcos, Diane M. Beck, Thomas S. Huang
2016AAAILearning Deep ℓZhangyang Wang, Qing Ling, Thomas S. Huang
2016AAAIEpitomic Image Super-Resolution.Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang
2016CVPRStudying Very Low Resolution Recognition Using Deep Networks.Zhangyang Wang, Shiyu Chang, Yingzhen Yang, Ding Liu, Thomas S. Huang
2016CVPRD3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.Zhangyang Wang, Ding Liu, Shiyu Chang, Qing Ling, Yingzhen Yang, Thomas S. Huang
2016IJCAILearning A Deep ℓZhangyang Wang, Yingzhen Yang, Shiyu Chang, Qing Ling, Thomas S. Huang
2016SDMLearning A Task-Specific Deep Architecture For Clustering.Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang
2015CVPRSelf-tuned deep super resolution.Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas S. Huang
2015IJCAIA Joint Optimization Framework of Sparse Coding and Discriminative Clustering.Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S. Huang
2015VCIPDesigning a composite dictionary adaptively from joint examples.Zhangyang Wang, Yingzhen Yang, Jianchao Yang, Thomas S. Huang
2014AAAIData Clustering by Laplacian Regularized L1-Graph.Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S. Huang
2014BMVCRegularized l1-Graph for Data Clustering.Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiawei Han, Thomas S. Huang
2014CVPRActive Planning, Sensing, and Recognition Using a Resource-Constrained Discriminant POMDP.Zhaowen Wang, Zhangyang Wang, Mark Moll, Po-Sen Huang, Devin K. Grady, Nasser M. Nasrabadi, Thomas S. Huang, Lydia E. Kavraki, Mark Hasegawa-Johnson
2014WACVA joint perspective towards image super-resolution: Unifying external- and self-examples.Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas S. Huang
2012ICIPVideo frame interpolation using 3-D total variation regularized completion.Zhefei Yu, Zhangyang Wang, Zeng Hu, Qing Ling, Houqiang Li
2012ICIPVideo error concealment via total variation regularized matrix completion.Zhefei Yu, Zhangyang Wang, Zeng Hu, Houqiang Li, Qing Ling
2012ISCASMixed Gaussian-impulse video noise removal via temporal-spatial decomposition.Zhangyang Wang, Houqiang Li, Qing Ling, Weiping Li