Junchi Yan - researchr alias

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Viewing Publication 1 - 100 from 304

2024

ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual CategorizationDanning Lao, Qi Liu, Jiazi Bu, Junchi Yan, Wei Shen. AAAI 2024: 2866-2873 [doi]

Double-Bounded Optimal Transport for Advanced Clustering and ClassificationLiangliang Shi, Zhaoqi Shen, Junchi Yan. AAAI 2024: 14982-14990 [doi]

Progressive reinforcement learning for video summarizationGuolong Wang, Xun Wu, Junchi Yan. isci, 655:119888, January 2024. [doi]

ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object DetectionYing Zeng, Yushi Chen, Xue Yang 0005, Qingyun Li, Junchi Yan. tgrs, 62:1-15, 2024. [doi]

ScaleGCN: Efficient and Effective Graph Convolution via Channel-Wise Scale TransformationTianqi Zhang, Qitian Wu, Junchi Yan, Yunan Zhao, Bing Han. tnn, 35(4):4478-4490, April 2024. [doi]

Dynamic Reactive Spiking Graph Neural NetworkHan Zhao, Xu Yang, Cheng Deng, Junchi Yan. AAAI 2024: 16970-16978 [doi]

PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell ModelingRuizhe Zhong, Junjie Ye, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Junchi Yan. AAAI 2024: 17087-17095 [doi]

2023

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

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]

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]

HubRouter: Learning Global Routing via Hub Generation and Pin-hub ConnectionXingbo Du, Chonghua Wang, Ruizhe Zhong, Junchi Yan. nips 2023: [doi]

Robust Mesh Representation Learning via Efficient Local Structure-Aware Anisotropic ConvolutionZhongpai Gao, Junchi Yan, Guangtao Zhai, Juyong Zhang, Xiaokang Yang. tnn, 34(11):8566-8578, November 2023. [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]

Machine Learning Methods in Solving the Boolean Satisfiability ProblemWenxuan Guo, Hui-Ling Zhen, Xijun Li, Wanqian Luo, Mingxuan Yuan, Yaohui Jin, Junchi Yan. ijautcomp, 20(5):640-655, October 2023. [doi]

Learning Dynamic Graph for Overtaking Strategy in Autonomous DrivingXuemin Hu, Yanfang Liu, Bo Tang 0011, Junchi Yan, Long Chen 0005. tits, 24(11):11921-11933, November 2023. [doi]

HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene EncodingXiaosong Jia, Penghao Wu, Li Chen, Yu Liu 0015, Hongyang Li, Junchi Yan. pami, 45(11):13860-13875, November 2023. [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]

DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous DrivingXiaosong Jia, YuLu Gao, Li Chen, Junchi Yan, Patrick Langechuan Liu, Hongyang Li. iccv 2023: 7919-7929 [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]

From Distribution Learning in Training to Gradient Search in Testing for Combinatorial OptimizationYang Li, Jinpei Guo, Runzhong Wang, Junchi Yan. nips 2023: [doi]

F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement LearningWenhao Li, Bo Jin 0003, Xiangfeng Wang, Junchi Yan, Hongyuan Zha. jmlr, 24, 2023. [doi]

Ternary Weight NetworksBin Liu, Fengfu Li, Xiaogang Wang 0001, Bo Zhang, Junchi Yan. icassp 2023: 1-5 [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]

Fine-Grained Music Plagiarism Detection: Revealing Plagiarists through Bipartite Graph Matching and a Comprehensive Large-Scale DatasetWenxuan Liu, Tianyao He, Chen Gong, Ning Zhang, Hua Yang, Junchi Yan. mm 2023: 8839-8848 [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]

Adaptable Conservative Q-Learning for Offline Reinforcement LearningLyn Qiu, Xu Li, Lenghan Liang, Mingming Sun, Junchi Yan. prcv 2024: 200-212 [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]

Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) ClassificationLiangliang Shi, Haoyu Zhen, Gu Zhang, Junchi Yan. nips 2023: [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]

Adaptive Embedding and Distribution Re-margin for Long-Tail RecognitionYulin Su, Boan Chen, Ziming Feng, Junchi Yan. icann 2023: 38-50 [doi]

Adaptive Semi-Supervised Mixup with Implicit Label Learning and Sample Ratio BalancingYulin Su, Liangliang Shi, Ziming Feng, Pengzhi Chu, Junchi Yan. icip 2023: 430-434 [doi]

DIY Your EasyNAS for Vision: Convolution Operation Merging, Map Channel Reducing, and Search Space to Supernet Conversion ToolingXiaoxing Wang, Zhirui Lian, Jiale Lin, Chao Xue, Junchi Yan. pami, 45(11):13974-13990, November 2023. [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]

EasyMap: Improving Technology Mapping via Exploration-Enhanced Heuristics and Adaptive SequencingPeiyu Wang, Anqi Lu, Xing Li, Junjie Ye, Lei Chen 0031, Mingxuan Yuan, Jianye Hao, Junchi Yan. iccad 2023: 1-9 [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]

OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD MappingHuijie Wang, Tianyu Li, Yang Li, Li Chen, Chonghao Sima, Zhenbo Liu, Bangjun Wang, Peijin Jia, YuTing Wang, Shengyin Jiang, Feng Wen, Hang Xu, Ping Luo, Junchi Yan, Wei Zhang, Hongyang Li. nips 2023: [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]

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]

ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient AccumulationXiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Bo Zhang, Xiaokang Yang, Junchi Yan. iccv 2023: 5916-5926 [doi]

Poisson Process for Bayesian OptimizationXiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao. automl 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]

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]

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]

Simplifying and Empowering Transformers for Large-Graph RepresentationsQitian Wu, Wentao Zhao, Chenxiao Yang, Hengrui Zhang, Fan Nie, Haitian Jiang, Yatao Bian, Junchi Yan. nips 2023: [doi]

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

MHSCNET: A Multimodal Hierarchical Shot-Aware Convolutional Network for Video SummarizationWujiang Xu, Runzhong Wang, Xiaobo Guo, Shaoshuai Li, Qiongxu Ma, Yunan Zhao, Sheng Guo 0005, Zhenfeng Zhu, Junchi Yan. icassp 2023: 1-5 [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]

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

H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object DetectionYi Yu, Xue Yang, Qingyun Li, Yue Zhou 0005, Feipeng Da, Junchi Yan. nips 2023: [doi]

EasySO: Exploration-enhanced Reinforcement Learning for Logic Synthesis Sequence Optimization and a Comprehensive RL EnvironmentJianyong Yuan, Peiyu Wang, Junjie Ye, Mingxuan Yuan, Jianye Hao, Junchi Yan. iccad 2023: 1-9 [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]

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

Reconnecting the Broken Civilization: Patchwork Integration of Fragments from Ancient ManuscriptsYuqing Zhang, Zhou Fang, Xinyu Yang, Shengyu Zhang 0001, Baoyi He, Huaiyong Dou, Junchi Yan, YongQuan Zhang, Fei Wu. mm 2023: 1157-1166 [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]

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]

Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature ConnectivityZhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu. nips 2023: [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]

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]

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]

Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label EstimationDanning Lao, Xinyu Yang, Qitian Wu, Junchi Yan. kdd 2022: 824-834 [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]

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]

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]

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]

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

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]

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

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]

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