Junchi Yan - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 271

2023

Learning Regularized Noise Contrastive Estimation for Robust Network EmbeddingHao Xiong 0003, Junchi Yan, Zengfeng Huang. tkde, 35(5):5017-5034, May 2023. [doi]

H2RBox: Horizontal Box Annotation is All You Need for Oriented Object DetectionXue Yang 0005, Gefan Zhang, Wentong Li, Yue Zhou 0005, Xuehui Wang, Junchi Yan. iclr 2023: [doi]

SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss SmoothingXue Yang 0005, Junchi Yan, Wenlong Liao, Xiaokang Yang, Jin Tang 0001, Tao He. pami, 45(2):2384-2399, 2023. [doi]

Detecting Rotated Objects as Gaussian Distributions and its 3-D GeneralizationXue Yang 0005, Gefan Zhang, Xiaojiang Yang, Yue Zhou 0005, Wentao Wang, Jin Tang 0001, Tao He, Junchi Yan. pami, 45(4):4335-4354, April 2023. [doi]

The KFIoU Loss for Rotated Object DetectionXue Yang 0005, Yue Zhou 0005, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang 0008, Qi Tian 0001. iclr 2023: [doi]

Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling ApproachJianyong Yuan 0032, Jiayi Zhang, Zinuo Cai, Junchi Yan. kdd 2023: 3162-3172 [doi]

Progressive Context-Aware Graph Feature Learning for Target Re-IdentificationMin Cao, Cong Ding 0013, Chen Chen 0036, Hao Dou, Xiyuan Hu, Junchi Yan. tmm, 25:1230-1242, 2023. [doi]

Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form SolutionChao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan. iclr 2023: [doi]

C-NTPP: Learning Cluster-Aware Neural Temporal Point ProcessFangyu Ding, Junchi Yan, Haiyang Wang. AAAI 2023: 7369-7377 [doi]

GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural PredictionHaoyu Geng, Runzhong Wang, Fei Wu, Junchi Yan. kdd 2023: 531-543 [doi]

Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled RepresentationsHaoyu Geng, Chao Chen, Yixuan He, Gang Zeng, Zhaobing Han, Hua Chai, Junchi Yan. kdd 2023: 518-530 [doi]

Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous DrivingXiaosong Jia, Penghao Wu, Li Chen, Jiangwei Xie, Conghui He, Junchi Yan, Hongyang Li 0001. cvpr 2023: 21983-21994 [doi]

Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence ForecastingLongyuan Li, Junchi Yan, Yunhao Zhang, Jihai Zhang, Jie Bao, Yaohui Jin, Xiaokang Yang. tkde, 35(7):7118-7137, July 2023. [doi]

Learning Robust Deep State Space for Unsupervised Anomaly Detection in Contaminated Time-SeriesLongyuan Li, Junchi Yan, Qingsong Wen, Yaohui Jin, Xiaokang Yang. tkde, 35(6):6058-6072, June 2023. [doi]

IID-GAN: an IID Sampling Perspective for Regularizing Mode CollapseYang Li, Liangliang Shi, Junchi Yan. IJCAI 2023: 3929-3938 [doi]

HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware BaselineYang Li, Xinyan Chen, Wenxuan Guo, Xijun Li, Wanqian Luo, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Junchi Yan. kdd 2023: 4414-4425 [doi]

Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph MatchingChang Liu, Zetian Jiang, Runzhong Wang, Lingxiao Huang, Pinyan Lu, Junchi Yan. iclr 2023: [doi]

QAS-Bench: Rethinking Quantum Architecture Search and A BenchmarkXudong Lu, Kaisen Pan, Ge Yan, Jiaming Shan, Wenjie Wu, Junchi Yan. icml 2023: 22880-22898 [doi]

ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on GraphsHan Lu, Zenan Li, Runzhong Wang, Qibing Ren, Xijun Li, Mingxuan Yuan, Jia Zeng, Xiaokang Yang, Junchi Yan. iclr 2023: [doi]

Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output SpaceHuaqing Shao, Lanjun Wang, Junchi Yan. kdd 2023: 2010-2022 [doi]

Learning Structured Communication for Multi-Agent Reinforcement LearningJunjie Sheng, Xiangfeng Wang, Bo Jin 0003, Wenhao Li, Jun Wang, Junchi Yan, Tsung-Hui Chang, Hongyuan Zha. atal 2023: 436-438 [doi]

Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport PerspectiveLiangliang Shi, Gu Zhang, Haoyu Zhen, Jintao Fan, Junchi Yan. icml 2023: 31408-31421 [doi]

Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning ApproachHaoxuan Wang, Zhiding Yu, Yisong Yue, Animashree Anandkumar, Anqi Liu, Junchi Yan. IJCAI 2023: 1460-1469 [doi]

LinSATNet: The Positive Linear Satisfiability Neural NetworksRunzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan. icml 2023: 36605-36625 [doi]

Deep Learning of Partial Graph Matching via Differentiable Top-KRunzhong Wang, Ziao Guo, Shaofei Jiang, Xiaokang Yang, Junchi Yan. cvpr 2023: 6272-6281 [doi]

Combinatorial Learning of Robust Deep Graph Matching: An Embedding Based ApproachRunzhong Wang, Junchi Yan, Xiaokang Yang. pami, 45(6):6984-7000, June 2023. [doi]

Unsupervised Learning of Graph Matching With Mixture of Modes via Discrepancy MinimizationRunzhong Wang, Junchi Yan, Xiaokang Yang. pami, 45(8):10500-10518, August 2023. [doi]

Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained CaseRunzhong Wang, Li Shen, Yiting Chen, Xiaokang Yang, Dacheng Tao, Junchi Yan. iclr 2023: [doi]

Transformers in Time Series: A SurveyQingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun 0001. IJCAI 2023: 6778-6786 [doi]

Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model (Extended Abstract)Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha. icde 2023: 3763-3764 [doi]

Energy-based Out-of-Distribution Detection for Graph Neural NetworksQitian Wu, Yiting Chen, Chenxiao Yang, Junchi Yan. iclr 2023: [doi]

QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum AlgorithmsWenjie Wu, Ge Yan, Xudong Lu, Kaisen Pan, Junchi Yan. icml 2023: 37745-37764 [doi]

DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained DiffusionQitian Wu, Chenxiao Yang, Wentao Zhao, Yixuan He, David Wipf, Junchi Yan. iclr 2023: [doi]

Policy Pre-training for Autonomous Driving via Self-supervised Geometric ModelingPenghao Wu, Li Chen, Hongyang Li, Xiaosong Jia, Junchi Yan, Yu Qiao 0006. iclr 2023: [doi]

Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning ParadigmYichen Xie, Han Lu, Junchi Yan, Xiaokang Yang, Masayoshi Tomizuka, Wei Zhan. cvpr 2023: 23715-23724 [doi]

Quantum 3D Graph Learning with Applications to Molecule EmbeddingGe Yan, Huaijin Wu, Junchi Yan. icml 2023: 39126-39137 [doi]

Guest Editorial Robust Learning of Spatio-Temporal Point Processes: Modeling, Algorithm, and ApplicationsJunchi Yan, Hongteng Xu, Liangda Li, Mehrdad Farajtabar, Xiaokang Yang. tnn, 34(4):1634-1638, April 2023. [doi]

Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPsChenxiao Yang, Qitian Wu, Jiahua Wang, Junchi Yan. iclr 2023: [doi]

MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation LearningNianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan. WWW 2023: 4075-4085 [doi]

Learning Deep Generative Clustering via Mutual Information MaximizationXiaojiang Yang, Junchi Yan, Yu Cheng, Yizhe Zhang. tnn, 34(9):6263-6275, September 2023. [doi]

VQNE: Variational Quantum Network Embedding with Application to Network AlignmentXinyu Ye, Ge Yan, Junchi Yan. kdd 2023: 3105-3115 [doi]

Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP SolverXinyu Ye, Ge Yan, Junchi Yan. icml 2023: 39903-39912 [doi]

Distilling Focal Knowledge from Imperfect Expert for 3D Object DetectionJia Zeng, Li Chen, Hanming Deng, Lewei Lu, Junchi Yan, Yu Qiao, Hongyang Li. cvpr 2023: 992-1001 [doi]

Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation LearningShaofeng Zhang, Feng Zhu 0006, Rui Zhao 0001, Junchi Yan. iclr 2023: [doi]

Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series ForecastingYunhao Zhang, Junchi Yan. iclr 2023: [doi]

Contextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual PretrainingShaofeng Zhang, Feng Zhu 0006, Rui Zhao 0001, Junchi Yan. iclr 2023: [doi]

Patch-level Contrastive Learning via Positional Query for Visual Pre-trainingShaofeng Zhang, Qiang Zhou, Zhibin Wang, Fan Wang, Junchi Yan. icml 2023: 41990-41999 [doi]

Learning High-Order Graph Convolutional Networks via Adaptive Layerwise Aggregation CombinationTianqi Zhang, Qitian Wu, Junchi Yan. tnn, 34(8):5144-5155, August 2023. [doi]

A survey for solving mixed integer programming via machine learningJiayi Zhang, Chang Liu, Xijun Li, Hui-Ling Zhen, Mingxuan Yuan, Yawen Li, Junchi Yan. ijon, 519:205-217, 2023. [doi]

GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural NetworksWentao Zhao, Qitian Wu, Chenxiao Yang, Junchi Yan. kdd 2023: 3525-3536 [doi]

2022

On the Arbitrary-Oriented Object Detection: Classification Based Approaches RevisitedXue Yang 0005, Junchi Yan. ijcv, 130(5):1340-1365, 2022. [doi]

Modeling Dynamic User Preference via Dictionary Learning for Sequential RecommendationChao Chen 0016, Dongsheng Li 0002, Junchi Yan, Xiaokang Yang. tkde, 34(11):5446-5458, 2022. [doi]

Opendenselane: A Dense Lidar-Based Dataset for HD Map ConstructionXiaolei Chen, Wenlong Liao, Bin Liu, Junchi Yan, Tao He. icmcs 2022: 1-6 [doi]

On Collective Robustness of Bagging Against Data PoisoningRuoxin Chen, Zenan Li, Jie Li 0002, Junchi Yan, Chentao Wu. icml 2022: 3299-3319 [doi]

Input-Specific Robustness Certification for Randomized SmoothingRuoxin Chen, Jie Li 0002, Junchi Yan, Ping Li, Bin Sheng 0001. AAAI 2022: 6295-6303 [doi]

Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency DomainYiting Chen, Qibing Ren, Junchi Yan. nips 2022: [doi]

PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane BenchmarkLi Chen, Chonghao Sima, Yang Li, Zehan Zheng, Jiajie Xu 0001, Xiangwei Geng, Hongyang Li, Conghui He, Jianping Shi, Yu Qiao, Junchi Yan. eccv 2022: 550-567 [doi]

The Policy-gradient Placement and Generative Routing Neural Networks for Chip DesignRuoyu Cheng, Xianglong Lyu, Yang Li, Junjie Ye, Jianye Hao, Junchi Yan. nips 2022: [doi]

GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural NetworksYixuan He, Quan Gan, David Wipf, Gesine D. Reinert, Junchi Yan, Mihai Cucuringu. icml 2022: 8581-8612 [doi]

Learning Unbiased Transferability for Domain Adaptation by Uncertainty ModelingJian Hu, Haowen Zhong, Fei Yang, Shaogang Gong, Guile Wu, Junchi Yan. eccv 2022: 223-241 [doi]

ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature LearningShengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao. eccv 2022: 533-549 [doi]

Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine ApproachXiaosong Jia, Li Chen, Penghao Wu, Jia Zeng, Junchi Yan, Hongyang Li, Yu Qiao 0001. corl 2023: 910-920 [doi]

GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on GraphsZenan Li, Qitian Wu, Fan Nie, Junchi Yan. nips 2022: [doi]

Improving Generative Adversarial Networks via Adversarial Learning in Latent SpaceYang Li, Yichuan Mo, Liangliang Shi, Junchi Yan. nips 2022: [doi]

Explaining Point Processes by Learning Interpretable Temporal Logic RulesShuang Li, Mingquan Feng, Lu Wang, Abdelmajid Essofi, Yufeng Cao, Junchi Yan, Le Song. iclr 2022: [doi]

CoHOZ: Contrastive Multimodal Prompt Tuning for Hierarchical Open-set Zero-shot RecognitionNing Liao, Yifeng Liu, Xiaobo Li, Chenyi Lei, Guoxin Wang 0002, Xian-Sheng Hua 0001, Junchi Yan. mm 2022: 3262-3271 [doi]

Trajectory Prediction from EGO View: A Coordinate Transform and Tail-Light Event Driven ApproachWenlong Liao, Xiaolei Chen, Weipeng Zhang, Huanxi Liu, Junchi Yan, Yingxin Lou, Tao Xue, Shuqi Mei. icmcs 2022: 1-6 [doi]

Self-supervised Learning of Visual Graph MatchingChang Liu, Shaofeng Zhang, Xiaokang Yang, Junchi Yan. eccv 2022: 370-388 [doi]

Optimal LED Spectral Multiplexing for NIR2RGB TranslationLei Liu, Yuze Chen, Junchi Yan, Yinqiang Zheng. cvpr 2022: 12642-12650 [doi]

StyleFace: Towards Identity-Disentangled Face Generation on MegapixelsYuChen Luo, Junwei Zhu, Keke He, Wenqing Chu, Ying Tai, Chengjie Wang, Junchi Yan. eccv 2022: 297-312 [doi]

RSDet++: Point-Based Modulated Loss for More Accurate Rotated Object DetectionWen Qian, Xue Yang 0005, Silong Peng, Xiujuan Zhang, Junchi Yan. tcsv, 32(11):7869-7879, 2022. [doi]

DICE: Domain-attack Invariant Causal Learning for Improved Data Privacy Protection and Adversarial RobustnessQibing Ren, Yiting Chen, Yichuan Mo, Qitian Wu, Junchi Yan. kdd 2022: 1483-1492 [doi]

Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and BeyondQibing Ren, Qingquan Bao, Runzhong Wang, Junchi Yan. cvpr 2022: 15242-15251 [doi]

Learning structured communication for multi-agent reinforcement learningJunjie Sheng, Xiangfeng Wang, Bo Jin 0003, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang 0006, Hongyuan Zha. AAMAS, 36(2):50, 2022. [doi]

GraphQNTK: Quantum Neural Tangent Kernel for Graph DataYehui Tang, Junchi Yan. nips 2022: [doi]

Recent progress and perspectives on quantum computing for financeYehui Tang, Junchi Yan, Guoqiang Hu, Baohua Zhang, Jinzan Zhou. soca, 16(4):227-229, 2022. [doi]

EAutoDet: Efficient Architecture Search for Object DetectionXiaoxing Wang, Jiale Lin, Juanping Zhao, Xiaokang Yang, Junchi Yan. eccv 2022: 668-684 [doi]

ZARTS: On Zero-order Optimization for Neural Architecture SearchXiaoxing Wang, Wenxuan Guo, Jianlin Su, Xiaokang Yang, Junchi Yan. nips 2022: [doi]

Prompt-based Zero-shot Video Moment RetrievalGuolong Wang, Xun Wu, Zhaoyuan Liu, Junchi Yan. mm 2022: 413-421 [doi]

CEP3: Community Event Prediction With Neural Point Process on GraphXuhong Wang, Sirui Chen, Yixuan He, Minjie Wang, Quan Gan, Junchi Yan. log 2022: 39 [doi]

Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem With Extension to Hypergraph and Multiple-Graph MatchingRunzhong Wang, Junchi Yan, Xiaokang Yang. pami, 44(9):5261-5279, 2022. [doi]

NodeFormer: A Scalable Graph Structure Learning Transformer for Node ClassificationQitian Wu, Wentao Zhao, Zenan Li, David P. Wipf, Junchi Yan. nips 2022: [doi]

Handling Distribution Shifts on Graphs: An Invariance PerspectiveQitian Wu, Hengrui Zhang, Junchi Yan, David Wipf. iclr 2022: [doi]

Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture ModelWeichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha. tkde, 34(2):573-586, 2022. [doi]

Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong BaselinePenghao Wu, Xiaosong Jia, Li Chen, Junchi Yan, Hongyang Li, Yu Qiao. nips 2022: [doi]

BTWalk: Branching Tree Random Walk for Multi-Order Structured Network EmbeddingHao Xiong, Junchi Yan. tkde, 34(8):3611-3628, 2022. [doi]

A Max-Flow Based Approach for Neural Architecture SearchChao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li. eccv 2022: 685-701 [doi]

Towards a Native Quantum Paradigm for Graph Representation Learning: A Sampling-based Recurrent Embedding ApproachGe Yan, Yehui Tang, Junchi Yan. kdd 2022: 2160-2168 [doi]

Towards Out-of-Distribution Sequential Event Prediction: A Causal TreatmentChenxiao Yang, Qitian Wu, Qingsong Wen, Zhiqiang Zhou, Liang Sun 0001, Junchi Yan. nips 2022: [doi]

Geometric Knowledge Distillation: Topology Compression for Graph Neural NetworksChenxiao Yang, Qitian Wu, Junchi Yan. nips 2022: [doi]

Learning Substructure Invariance for Out-of-Distribution Molecular RepresentationsNianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan. nips 2022: [doi]

Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches RevisitedXue Yang, Junchi Yan. ijcv, 130(7):1873-1874, 2022. [doi]

Nonlinear ICA Using Volume-Preserving TransformationsXiaojiang Yang, Yi Wang, Jiacheng Sun, Xing Zhang, Shifeng Zhang, Zhenguo Li, Junchi Yan. iclr 2022: [doi]

Real-Trading-Oriented Price Prediction With Explainable Multiobjective Optimization in Quantitative TradingTao Yin, Xingbo Du, Weipeng Zhang, Yunan Zhao, Bing Han, Junchi Yan. access, 10:57685-57695, 2022. [doi]

Object Localization under Single Coarse Point SupervisionXuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han. cvpr 2022: 4858-4867 [doi]

M-Mix: Generating Hard Negatives via Multi-sample Mixing for Contrastive LearningShaofeng Zhang, Meng Liu, Junchi Yan, Hengrui Zhang, Lingxiao Huang, Xiaokang Yang, Pinyan Lu. kdd 2022: 2461-2470 [doi]

Align Representations with Base: A New Approach to Self-Supervised LearningShaofeng Zhang, Lyn Qiu, Feng Zhu, Junchi Yan, Hengrui Zhang, Rui Zhao 0018, Hongyang Li, Xiaokang Yang. cvpr 2022: 16579-16588 [doi]

Learning Mixture of Neural Temporal Point Processes for Multi-dimensional Event Sequence ClusteringYunhao Zhang, Junchi Yan, Xiaolu Zhang, Jun Zhou, Xiaokang Yang. IJCAI 2022: 3766-3772 [doi]

Auto uning of price prediction models for high-frequency trading via reinforcement learningWeipeng Zhang, Ning Zhang, Junchi Yan, Guofu Li, Xiaokang Yang. PR, 125:108543, 2022. [doi]

Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learningShaofeng Zhang, Feng Zhu, Junchi Yan, Rui Zhao, Xiaokang Yang. iclr 2022: [doi]

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Junchi Yan'

Viewing Publication 1 - 100 from 271

2023

2022

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by TagOR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Junchi Yan'

Viewing Publication 1 - 100 from 271

2023

2022

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1