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Junchi Yan

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

282

Venues

32

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

282 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization.Qingmei Wang, Tianyu Huang, Yujie Long, Yuxin Wu, Fanmeng Wang, Xi Sun, Junchi Yan, Hongteng Xu
2026AAAITowards Real-Time Neutral Atom Array Assembly via Unsupervised Hologram Generation and Path Optimization.Ge Yan, Yuchen Wang, Junchi Yan
2026AAAIOn the Learning Dynamics of Two-layer Linear Networks with Label Noise SGD.Tongcheng Zhang, Zhanpeng Zhou, Mingze Wang, Andi Han, Wei Huang, Taiji Suzuki, Junchi Yan
2025AAAIInt2Planner: An Intention-based Multi-modal Motion Planner for Integrated Prediction and Planning.Xiaolei Chen, Junchi Yan, Wenlong Liao, Tao He, Pai Peng
2025AAAIOptimal Control Operator Perspective and a Neural Adaptive Spectral Method.Mingquan Feng, Zhijie Chen, Yixin Huang, Yizhou Liu, Junchi Yan
2025ACLLLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts.Qibing Ren, Hao Li, Dongrui Liu, Zhanxu Xie, Xiaoya Lu, Yu Qiao, Lei Sha, Junchi Yan, Lizhuang Ma, Jing Shao
2025ACLRe-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives.Zhihu Wang, Shiwan Zhao, Yu Wang, Heyuan Huang, Sitao Xie, Yubo Zhang, Jiaxin Shi, Zhixing Wang, Hongyan Li, Junchi Yan
2025CVPRPoint2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances.Yi Yu, Botao Ren, Peiyuan Zhang, Mingxin Liu, Junwei Luo, Shaofeng Zhang, Feipeng Da, Junchi Yan, Xue Yang
2025CVPRUniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection.Xin Jin, Haisheng Su, Kai Liu, Cong Ma, Wei Wu, Fei Hui, Junchi Yan
2025CVPRTowards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters.Xiaohan Qin, Xiaoxing Wang, Junchi Yan
2025CVPRRevisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction.Xiaohan Qin, Xiaoxing Wang, Junchi Yan
2025CVPRRoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured Environments.Haisheng Su, Feixiang Song, Cong Ma, Wei Wu, Junchi Yan
2025ICASSPMelody Structure Transfer Network: Generating Music with Separable Self-Attention.Junlin Wu, Ning Zhang, Cheng Zhong, Boan Chen, Huanxi Liu, Junchi Yan
2025ICASSPLaTeXNet: A Specialized Model for Converting Visual Tables and Equations to LaTeX Code.Renqiu Xia, Hongbin Zhou, Ziming Feng, Huanxi Liu, Boan Chen, Bo Zhang, Junchi Yan
2025ICASSPTowards Green VAE: A Light Pixel-weighting Technique to Enhance Variational AutoEncoder.Cheng Zhong, Junlin Wu, Ziming Feng, Boan Chen, Junchi Yan
2025ICASSPGraph Pooling via Dropping Task-Irrelevant Nodes.Cheng Zhong, Shaofeng Zhang, Feng Zhu, Rui Zhao, Xiaokang Yang, Junchi Yan
2025ICCVGeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-Based Transformer.Xin Jin, Haisheng Su, Cong Ma, Kai Liu, Wei Wu, Fei Hui, Junchi Yan
2025ICCVFreqPDE: Rethinking Positional Depth Embedding for Multi-View 3D Object Detection Transformers.Haisheng Su, Junjie Zhang, Feixiang Song, Sanping Zhou, Wei Wu, Junchi Yan, Nanning Zheng
2025ICCVQuEST: Low-Bit Diffusion Model Quantization via Efficient Selective Finetuning.Haoxuan Wang, Yuzhang Shang, Zhihang Yuan, Junyi Wu, Junchi Yan, Yan Yan
2025ICCVPlayer-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning.Zeyu Xi, Haoying Sun, Yaofei Wu, Junchi Yan, Haoran Zhang, Lifang Wu, Liang Wang, Changwen Chen
2025ICCVTowards More Diverse and Challenging Pre-Training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views.Xiangdong Zhang, Shaofeng Zhang, Junchi Yan
2025ICLRRegularizing Energy among Training Samples for Out-of-Distribution Generalization.Yiting Chen, Qitian Wu, Junchi Yan
2025ICLRBeyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation.Tianyi Bao, Xinyu Ye, Hang Ruan, Chang Liu, Wenjie Wu, Junchi Yan
2025ICLRPhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark.Mingquan Feng, Yixin Huang, Yizhou Liu, Bofang Jiang, Junchi Yan
2025ICLRSINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs.Mingquan Feng, Yixin Huang, Weixin Liao, Yuhong Liu, Yizhou Liu, Junchi Yan
2025ICLRLearning Structured Universe Graph with Outlier OOD Detection for Partial Matching.Zetian Jiang, Jiaxin Lu, Haizhao Fan, Tianzhe Wang, Junchi Yan
2025ICLRDriveTransformer: Unified Transformer for Scalable End-to-End Autonomous Driving.Xiaosong Jia, Junqi You, Zhiyuan Zhang, Junchi Yan
2025ICLRUnify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search.Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan
2025ICLRRethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach.Qi Liu, Xinhao Zheng, Xudong Lu, Qinxiang Cao, Junchi Yan
2025ICLRUniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP.Wenzheng Pan, Hao Xiong, Jiale Ma, Wentao Zhao, Yang Li, Junchi Yan
2025ICLROptimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction.Liangliang Shi, Yufeng Li, Kaipeng Zeng, Yihui Tu, Junchi Yan
2025ICLRSelKD: Selective Knowledge Distillation via Optimal Transport Perspective.Liangliang Shi, Zhengyan Shi, Junchi Yan
2025ICLRRethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance.Siyu Sun, Han Lu, Jiangtong Li, Yichen Xie, Tianjiao Li, Xiaokang Yang, Liqing Zhang, Junchi Yan
2025ICLRQuaDiM: A Conditional Diffusion Model For Quantum State Property Estimation.Yehui Tang, Mabiao Long, Junchi Yan
2025ICLRPedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities.Yichen Wang, Yiyi Zhang, Xinhao Hu, Li Niu, Jianfu Zhang, Yasushi Makihara, Yasushi Yagi, Pai Peng, Wenlong Liao, Tao He, Junchi Yan, Liqing Zhang
2025ICLRHShare: Fast LLM Decoding by Hierarchical Key-Value Sharing.Huaijin Wu, Lianqiang Li, Hantao Huang, Tu Yi, Jihang Zhang, Minghui Yu, Junchi Yan
2025ICLRGeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training.Renqiu Xia, Mingsheng Li, Hancheng Ye, Wenjie Wu, Hongbin Zhou, Jiakang Yuan, Tianshuo Peng, Xinyu Cai, Xiangchao Yan, Bin Wang, Conghui He, Botian Shi, Tao Chen, Junchi Yan, Bo Zhang
2025ICLRTrajectory-LLM: A Language-based Data Generator for Trajectory Prediction in Autonomous Driving.Kairui Yang, Zihao Guo, Gengjie Lin, Haotian Dong, Zhao Huang, Yipeng Wu, Die Zuo, Jibin Peng, Ziyuan Zhong, Xin Wang, Qing Guo, Xiaosong Jia, Junchi Yan, Di Lin
2025ICLROn Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation.Xinyu Ye, Hao Xiong, Jianhao Huang, Ziang Chen, Jia Wang, Junchi Yan
2025ICLRBTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP.Hao Yuan, Wenli Ouyang, Changwen Zhang, Yong Sun, Liming Gong, Junchi Yan
2025ICLRCR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning.Shaofeng Zhang, Qiang Zhou, Sitong Wu, Haoru Tan, Zhibin Wang, Jinfa Huang, Junchi Yan
2025ICLRSharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training.Zhanpeng Zhou, Mingze Wang, Yuchen Mao, Bingrui Li, Junchi Yan
2025ICMLThe Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training.Jinbo Wang, Mingze Wang, Zhanpeng Zhou, Junchi Yan, Weinan E, Lei Wu
2025ICMLGenerative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning.Yang Li, Jiale Ma, Yebin Yang, Qitian Wu, Hongyuan Zha, Junchi Yan
2025ICMLQEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline.Tianyi Bao, Ruizhe Zhong, Xinyu Ye, Yehui Tang, Junchi Yan
2025ICMLHEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs.Mingquan Feng, Weixin Liao, Yixin Huang, Yifan Fu, Qifu Zheng, Junchi Yan
2025ICMLOn the Role of Label Noise in the Feature Learning Process.Andi Han, Wei Huang, Zhanpeng Zhou, Gang Niu, Wuyang Chen, Junchi Yan, Akiko Takeda, Taiji Suzuki
2025ICMLLearning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision.Anqi Lu, Junchi Yan
2025ICMLCOExpander: Adaptive Solution Expansion for Combinatorial Optimization.Jiale Ma, Wenzheng Pan, Yang Li, Junchi Yan
2025ICMLDSBRouter: End-to-end Global Routing via Diffusion Schr\"{o}dinger Bridge.Liangliang Shi, Shenhui Zhang, Xingbo Du, Nianzu Yang, Junchi Yan
2025ICMLQuanONet: Quantum Neural Operator with Application to Differential Equation.Ruocheng Wang, Zhuo Xia, Ge Yan, Junchi Yan
2025IJCAIOptimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach.Jingwei Hu, Kai Xie, Zheng Fang, Xiaodong Li, Junchi Yan, Zhihong Zhang
2025IJCAITensor Network: from the Perspective of AI4Science and Science4AI.Junchi Yan, Yehui Tang, Xinyu Ye, Hao Xiong, Xiaoqiu Zhong, Yuhan Wang, Yuan Qi
2025IJCNNSE-Merging: A Self-Enhanced Approach for Dynamic Model Merging.Zijun Chen, Zhanpeng Zhou, Bo Zhang, Weinan Zhang, Xi Sun, Junchi Yan
2025ICRAFlatFusion: Delving Into Details of Sparse Transformer-Based Camera-LiDAR Fusion for Autonomous Driving.Yutao Zhu, Xiaosong Jia, Xinyu Yang, Junchi Yan
2025KDDReinvent the Operation not the Architecture: Quantum-inspired High-order Product for Compatible and Improved LLMs Training.Hao Xiong, Yebin Yang, Huaijin Wu, Xiaoqiu Zhong, Yehui Tang, Zhuo Xia, Xiaoxing Wang, Junchi Yan
2025KDDBiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems.Liangliang Shi, Haoran Zhang, Shuheng Shen, Changhua Meng, Weiqiang Wang, Junchi Yan
2024AAAIViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization.Danning Lao, Qi Liu, Jiazi Bu, Junchi Yan, Wei Shen
2024AAAIDouble-Bounded Optimal Transport for Advanced Clustering and Classification.Liangliang Shi, Zhaoqi Shen, Junchi Yan
2024AAAIDynamic Reactive Spiking Graph Neural Network.Han Zhao, Xu Yang, Cheng Deng, Junchi Yan
2024AAAIPreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling.Ruizhe Zhong, Junjie Ye, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Junchi Yan
2024ACLNot All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models.Xudong Lu, Qi Liu, Yuhui Xu, Aojun Zhou, Siyuan Huang, Bo Zhang, Junchi Yan, Hongsheng Li
2024ACLCodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion.Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma
2024CVPRCircuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning.Hao Xiong, Yehui Tang, Xinyu Ye, Junchi Yan
2024CVPRPointOBB: Learning Oriented Object Detection via Single Point Supervision.Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Junchi Yan, Yansheng Li
2024CVPRTheoretically Achieving Continuous Representation of Oriented Bounding Boxes.Zi-Kai Xiao, Guo-Ye Yang, Xue Yang, Tai-Jiang Mu, Junchi Yan, Shi-Min Hu
2024CVPRPoint2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-End Oriented Object Detection with Single Point Supervision.Yi Yu, Xue Yang, Qingyun Li, Feipeng Da, Jifeng Dai, Yu Qiao, Junchi Yan
2024CVPRBoosting Order-Preserving and Transferability for Neural Architecture Search: A Joint Architecture Refined Search and Fine-Tuning Approach.Beichen Zhang, Xiaoxing Wang, Xiaohan Qin, Junchi Yan
2024CVPRGrounding and Enhancing Grid-based Models for Neural Fields.Zelin Zhao, Fenglei Fan, Wenlong Liao, Junchi Yan
2024ECCVThink2Drive: Efficient Reinforcement Learning by Thinking with Latent World Model for Autonomous Driving (in CARLA-V2).Qifeng Li, Xiaosong Jia, Shaobo Wang, Junchi Yan
2024ECCVLLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang.Yuqing Zhang, Hangqi Li, Shengyu Zhang, Runzhong Wang, Baoyi He, Huaiyong Dou, Junchi Yan, Yongquan Zhang, Fei Wu
2024EMNLPPhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study.Yuqing Zhang, Baoyi He, Yihan Chen, Hangqi Li, Han Yue, Shengyu Zhang, Huaiyong Dou, Junchi Yan, Zemin Liu, Yongquan Zhang, Fei Wu
2024ICASSPAlpharotate: A Rotation Detection Benchmark Using Tensorflow.Xue Yang, Yue Zhou, Wenlong Liao, Tao He, Junchi Yan
2024ICASSPGMTR: Graph Matching Transformers.Jinpei Guo, Shaofeng Zhang, Runzhong Wang, Chang Liu, Junchi Yan
2024ICASSPView Crafting For Instance-Level Representation from Scene Images.Bin Liu, Yuchen Luo, Shaofeng Zhang, Zehuan Yuan, Changdong Xu, Boan Chen, Junchi Yan
2024ICASSPEfficient Architecture Search for Real-Time Instance Segmentation.Renqiu Xia, Dongyuan Zhang, Yixin Dong, Juanping Zhao, Wenlong Liao, Tao He, Junchi Yan
2024ICCADJigsawPlanner: Jigsaw-like Floorplanner for Eliminating Whitespace and Overlap among Complex Rectilinear Modules.Xingbo Du, Ruizhe Zhong, Shixiong Kai, Zhentao Tang, Siyuan Xu, Jianye Hao, Mingxuan Yuan, Junchi Yan
2024ICCADOn Reducing the Execution Latency of Superconducting Quantum Processors via Quantum Job Scheduling.Wenjie Wu, Yiquan Wang, Ge Yan, Yuming Zhao, Bo Zhang, Junchi Yan
2024ICLRRethinking the symmetry-preserving circuits for constrained variational quantum algorithms.Ge Yan, Hongxu Chen, Kaisen Pan, Junchi Yan
2024ICLRNode2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space.Hao Xiong, Yehui Tang, Yunlin He, Wei Tan, Junchi Yan
2024ICLRGoing Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category Theory.Yiting Chen, Zhanpeng Zhou, Junchi Yan
2024ICLRReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation.Bo Zhang, Xinyu Cai, Jiakang Yuan, Donglin Yang, Jianfei Guo, Xiangchao Yan, Renqiu Xia, Botian Shi, Min Dou, Tao Chen, Si Liu, Junchi Yan, Yu Qiao
2024ICLRMixSATGEN: Learning Graph Mixing for SAT Instance Generation.Xinyan Chen, Yang Li, Runzhong Wang, Junchi Yan
2024ICLRLaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving.Tianyu Li, Peijin Jia, Bangjun Wang, Li Chen, Kun Jiang, Junchi Yan, Hongyang Li
2024ICLRL2P-MIP: Learning to Presolve for Mixed Integer Programming.Chang Liu, Zhichen Dong, Haobo Ma, Weilin Luo, Xijun Li, Bowen Pang, Jia Zeng, Junchi Yan
2024ICLRM3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering.Jiaxin Lu, Zetian Jiang, Tianzhe Wang, Junchi Yan
2024ICLRInterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs through the Lens of Interplay between Train and Test Nodes.Jiawei Sun, Kailai Li, Ruoxin Chen, Jie Li, Chentao Wu, Yue Ding, Junchi Yan
2024ICLRTowards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark.Yehui Tang, Hao Xiong, Nianzu Yang, Tailong Xiao, Junchi Yan
2024ICLREBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model.Huaijin Wu, Wei Liu, Yatao Bian, Jiaxiang Wu, Nianzu Yang, Junchi Yan
2024ICLRContinuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach.Shaofeng Zhang, Jinfa Huang, Qiang Zhou, Zhibin Wang, Fan Wang, Jiebo Luo, Junchi Yan
2024ICLRTowards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach.Changwen Zhang, Wenli Ouyang, Hao Yuan, Liming Gong, Yong Sun, Ziao Guo, Zhichen Dong, Junchi Yan
2024ICMLGraph Out-of-Distribution Detection Goes Neighborhood Shaping.Tianyi Bao, Qitian Wu, Zetian Jiang, Yiting Chen, Jiawei Sun, Junchi Yan
2024ICMLACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation.Ziao Guo, Yang Li, Chang Liu, Wenli Ouyang, Junchi Yan
2024ICMLOT-CLIP: Understanding and Generalizing CLIP via Optimal Transport.Liangliang Shi, Jack Fan, Junchi Yan
2024ICMLSSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification.Yehui Tang, Nianzu Yang, Mabiao Long, Junchi Yan
2024ICMLLearning Divergence Fields for Shift-Robust Graph Representations.Qitian Wu, Fan Nie, Chenxiao Yang, Junchi Yan
2024ICMLHow Graph Neural Networks Learn: Lessons from Training Dynamics.Chenxiao Yang, Qitian Wu, David Wipf, Ruoyu Sun, Junchi Yan
2024ICMLMorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation.Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan
2024ICMLMILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness.Yahong Zhang, Chenchen Fan, Donghui Chen, Congrui Li, Wenli Ouyang, Mingda Zhu, Junchi Yan
2024ICMLUP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis.Yunhao Zhang, Minghao Liu, Shengyang Zhou, Junchi Yan
2024ICMLOn the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm.Zhanpeng Zhou, Zijun Chen, Yilan Chen, Bo Zhang, Junchi Yan
2024KDDCertified Robustness on Visual Graph Matching via Searching Optimal Smoothing Range.Huaqing Shao, Lanjun Wang, Yongwei Wang, Qibing Ren, Junchi Yan
2024KDDGeoMix: Towards Geometry-Aware Data Augmentation.Wentao Zhao, Qitian Wu, Chenxiao Yang, Junchi Yan
2024WWWGraph Out-of-Distribution Generalization via Causal Intervention.Qitian Wu, Fan Nie, Chenxiao Yang, Tianyi Bao, Junchi Yan
2024WWWRethinking Cross-Domain Sequential Recommendation under Open-World Assumptions.Wujiang Xu, Qitian Wu, Runzhong Wang, Mingming Ha, Qiongxu Ma, Linxun Chen, Bing Han, Junchi Yan
2023AAAIC-NTPP: Learning Cluster-Aware Neural Temporal Point Process.Fangyu Ding, Junchi Yan, Haiyang Wang
2023APWEBHSA: Hyperbolic Self-attention for Sequential Recommendation.Peizhong Hou, Haiyang Wang, Tianming Li, Junchi Yan
2023CVPRThink Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving.Xiaosong Jia, Penghao Wu, Li Chen, Jiangwei Xie, Conghui He, Junchi Yan, Hongyang Li
2023CVPRDeep Learning of Partial Graph Matching via Differentiable Top-K.Runzhong Wang, Ziao Guo, Shaofei Jiang, Xiaokang Yang, Junchi Yan
2023CVPRActive Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm.Yichen Xie, Han Lu, Junchi Yan, Xiaokang Yang, Masayoshi Tomizuka, Wei Zhan
2023CVPRDistilling Focal Knowledge from Imperfect Expert for 3D Object Detection.Jia Zeng, Li Chen, Hanming Deng, Lewei Lu, Junchi Yan, Yu Qiao, Hongyang Li
2023ICANNAdaptive Embedding and Distribution Re-margin for Long-Tail Recognition.Yulin Su, Boan Chen, Ziming Feng, Junchi Yan
2023ICASSPTernary Weight Networks.Bin Liu, Fengfu Li, Xiaoxing Wang, Bo Zhang, Junchi Yan
2023ICASSPMHSCNET: A Multimodal Hierarchical Shot-Aware Convolutional Network for Video Summarization.Wujiang Xu, Runzhong Wang, Xiaobo Guo, Shaoshuai Li, Qiongxu Ma, Yunan Zhao, Sheng Guo, Zhenfeng Zhu, Junchi Yan
2023ICCADEasyMap: Improving Technology Mapping via Exploration-Enhanced Heuristics and Adaptive Sequencing.Peiyu Wang, Anqi Lu, Xing Li, Junjie Ye, Lei Chen, Mingxuan Yuan, Jianye Hao, Junchi Yan
2023ICCADEasySO: Exploration-enhanced Reinforcement Learning for Logic Synthesis Sequence Optimization and a Comprehensive RL Environment.Jianyong Yuan, Peiyu Wang, Junjie Ye, Mingxuan Yuan, Jianye Hao, Junchi Yan
2023ICCVDriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving.Xiaosong Jia, Yulu Gao, Li Chen, Junchi Yan, Patrick Langechuan Liu, Hongyang Li
2023ICCVROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation.Xiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Bo Zhang, Xiaokang Yang, Junchi Yan
2023ICDEDiscovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model (Extended Abstract).Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha
2023ICIPAdaptive Semi-Supervised Mixup with Implicit Label Learning and Sample Ratio Balancing.Yulin Su, Liangliang Shi, Ziming Feng, Pengzhi Chu, Junchi Yan
2023ICLRThe KFIoU Loss for Rotated Object Detection.Xue Yang, Yue Zhou, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang, Qi Tian
2023ICLRH2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection.Xue Yang, Gefan Zhang, Wentong Li, Yue Zhou, Xuehui Wang, Junchi Yan
2023ICLRGraph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution.Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan
2023ICLRRevocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching.Chang Liu, Zetian Jiang, Runzhong Wang, Lingxiao Huang, Pinyan Lu, Junchi Yan
2023ICLRROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs.Han Lu, Zenan Li, Runzhong Wang, Qibing Ren, Xijun Li, Mingxuan Yuan, Jia Zeng, Xiaokang Yang, Junchi Yan
2023ICLRTowards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case.Runzhong Wang, Li Shen, Yiting Chen, Xiaokang Yang, Dacheng Tao, Junchi Yan
2023ICLRPolicy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling.Penghao Wu, Li Chen, Hongyang Li, Xiaosong Jia, Junchi Yan, Yu Qiao
2023ICLREnergy-based Out-of-Distribution Detection for Graph Neural Networks.Qitian Wu, Yiting Chen, Chenxiao Yang, Junchi Yan
2023ICLRDIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion.Qitian Wu, Chenxiao Yang, Wentao Zhao, Yixuan He, David Wipf, Junchi Yan
2023ICLRGraph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs.Chenxiao Yang, Qitian Wu, Jiahua Wang, Junchi Yan
2023ICLRContextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual Pretraining.Shaofeng Zhang, Feng Zhu, Rui Zhao, Junchi Yan
2023ICLRPatch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning.Shaofeng Zhang, Feng Zhu, Rui Zhao, Junchi Yan
2023ICLRCrossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting.Yunhao Zhang, Junchi Yan
2023ICMLQAS-Bench: Rethinking Quantum Architecture Search and A Benchmark.Xudong Lu, Kaisen Pan, Ge Yan, Jiaming Shan, Wenjie Wu, Junchi Yan
2023ICMLUnderstanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective.Liangliang Shi, Gu Zhang, Haoyu Zhen, Jintao Fan, Junchi Yan
2023ICMLLinSATNet: The Positive Linear Satisfiability Neural Networks.Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
2023ICMLQuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms.Wenjie Wu, Ge Yan, Xudong Lu, Kaisen Pan, Junchi Yan
2023ICMLQuantum 3D Graph Learning with Applications to Molecule Embedding.Ge Yan, Huaijin Wu, Junchi Yan
2023ICMLTowards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver.Xinyu Ye, Ge Yan, Junchi Yan
2023ICMLPatch-level Contrastive Learning via Positional Query for Visual Pre-training.Shaofeng Zhang, Qiang Zhou, Zhibin Wang, Fan Wang, Junchi Yan
2023IJCAIIID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse.Yang Li, Liangliang Shi, Junchi Yan
2023IJCAILearning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach.Haoxuan Wang, Zhiding Yu, Yisong Yue, Animashree Anandkumar, Anqi Liu, Junchi Yan
2023IJCAITransformers in Time Series: A Survey.Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun
2023KDDTowards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach.Jianyong Yuan, Jiayi Zhang, Zinuo Cai, Junchi Yan
2023KDDPyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations.Haoyu Geng, Chao Chen, Yixuan He, Gang Zeng, Zhaobing Han, Hua Chai, Junchi Yan
2023KDDGAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction.Haoyu Geng, Runzhong Wang, Fei Wu, Junchi Yan
2023KDDHardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline.Yang Li, Xinyan Chen, Wenxuan Guo, Xijun Li, Wanqian Luo, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Junchi Yan
2023KDDRobustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space.Huaqing Shao, Lanjun Wang, Junchi Yan
2023KDDVQNE: Variational Quantum Network Embedding with Application to Network Alignment.Xinyu Ye, Ge Yan, Junchi Yan
2023KDDGraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks.Wentao Zhao, Qitian Wu, Chenxiao Yang, Junchi Yan
2023WWWMoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning.Nianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan
2022AAAIInput-Specific Robustness Certification for Randomized Smoothing.Ruoxin Chen, Jie Li, Junchi Yan, Ping Li, Bin Sheng
2022CoRLTowards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach.Xiaosong Jia, Li Chen, Penghao Wu, Jia Zeng, Junchi Yan, Hongyang Li, Yu Qiao
2022CVPROptimal LED Spectral Multiplexing for NIR2RGB Translation.Lei Liu, Yuze Chen, Junchi Yan, Yinqiang Zheng
2022CVPRAppearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond.Qibing Ren, Qingquan Bao, Runzhong Wang, Junchi Yan
2022CVPRObject Localization under Single Coarse Point Supervision.Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han
2022CVPRAlign Representations with Base: A New Approach to Self-Supervised Learning.Shaofeng Zhang, Lyn Qiu, Feng Zhu, Junchi Yan, Hengrui Zhang, Rui Zhao, Hongyang Li, Xiaokang Yang
2022ECCVPersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark.Li Chen, Chonghao Sima, Yang Li, Zehan Zheng, Jiajie Xu, Xiangwei Geng, Hongyang Li, Conghui He, Jianping Shi, Yu Qiao, Junchi Yan
2022ECCVST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning.Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao
2022ECCVLearning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling.Jian Hu, Haowen Zhong, Fei Yang, Shaogang Gong, Guile Wu, Junchi Yan
2022ECCVSelf-supervised Learning of Visual Graph Matching.Chang Liu, Shaofeng Zhang, Xiaokang Yang, Junchi Yan
2022ECCVStyleFace: Towards Identity-Disentangled Face Generation on Megapixels.Yuchen Luo, Junwei Zhu, Keke He, Wenqing Chu, Ying Tai, Chengjie Wang, Junchi Yan
2022ECCVEAutoDet: Efficient Architecture Search for Object Detection.Xiaoxing Wang, Jiale Lin, Juanping Zhao, Xiaokang Yang, Junchi Yan
2022ECCVA Max-Flow Based Approach for Neural Architecture Search.Chao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li
2022ICLRExplaining Point Processes by Learning Interpretable Temporal Logic Rules.Shuang Li, Mingquan Feng, Lu Wang, Abdelmajid Essofi, Yufeng Cao, Junchi Yan, Le Song
2022ICLRHandling Distribution Shifts on Graphs: An Invariance Perspective.Qitian Wu, Hengrui Zhang, Junchi Yan, David Wipf
2022ICLRNonlinear ICA Using Volume-Preserving Transformations.Xiaojiang Yang, Yi Wang, Jiacheng Sun, Xing Zhang, Shifeng Zhang, Zhenguo Li, Junchi Yan
2022ICLRZero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning.Shaofeng Zhang, Feng Zhu, Junchi Yan, Rui Zhao, Xiaokang Yang
2022ICMLOn Collective Robustness of Bagging Against Data Poisoning.Ruoxin Chen, Zenan Li, Jie Li, Junchi Yan, Chentao Wu
2022ICMLGNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks.Yixuan He, Quan Gan, David Wipf, Gesine D. Reinert, Junchi Yan, Mihai Cucuringu
2022ICMLDeep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning.Chang Liu, Chenfei Lou, Runzhong Wang, Alan Yuhan Xi, Li Shen, Junchi Yan
2022IJCAILearning Mixture of Neural Temporal Point Processes for Multi-dimensional Event Sequence Clustering.Yunhao Zhang, Junchi Yan, Xiaolu Zhang, Jun Zhou, Xiaokang Yang
2022KDDVariational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation.Danning Lao, Xinyu Yang, Qitian Wu, Junchi Yan
2022KDDDICE: Domain-attack Invariant Causal Learning for Improved Data Privacy Protection and Adversarial Robustness.Qibing Ren, Yiting Chen, Yichuan Mo, Qitian Wu, Junchi Yan
2022KDDTowards a Native Quantum Paradigm for Graph Representation Learning: A Sampling-based Recurrent Embedding Approach.Ge Yan, Yehui Tang, Junchi Yan
2022KDDM-Mix: Generating Hard Negatives via Multi-sample Mixing for Contrastive Learning.Shaofeng Zhang, Meng Liu, Junchi Yan, Hengrui Zhang, Lingxiao Huang, Xiaokang Yang, Pinyan Lu
2022PRICAIConditional Variational Inference for Multi-modal Trajectory Prediction with Latent Diffusion Prior.Lyn Qiu, Xu Li, Mingming Sun, Junchi Yan
2021AAAIScalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning.Chao Chen, Dongsheng Li, Junchi Yan, Hanchi Huang, Xiaokang Yang
2021AAAILearning Local Neighboring Structure for Robust 3D Shape Representation.Zhongpai Gao, Junchi Yan, Guangtao Zhai, Juyong Zhang, Yiyan Yang, Xiaokang Yang
2021AAAISynergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting.Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian
2021AAAILearning Modulated Loss for Rotated Object Detection.Wen Qian, Xue Yang, Silong Peng, Junchi Yan, Yue Guo
2021AAAILearning Comprehensive Motion Representation for Action Recognition.Mingyu Wu, Boyuan Jiang, Donghao Luo, Junchi Yan, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xiaokang Yang
2021AAAIRethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective.Chao Xue, Xiaoxing Wang, Junchi Yan, Yonggang Hu, Xiaokang Yang, Kewei Sun
2021AAAIR3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object.Xue Yang, Junchi Yan, Ziming Feng, Tao He
2021ACLUniRE: A Unified Label Space for Entity Relation Extraction.Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
2021CIKMLearning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation.Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang
2021CVPRDense Label Encoding for Boundary Discontinuity Free Rotation Detection.Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan
2021CVPRSelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network.Xu Yang, Cheng Deng, Zhiyuan Dang, Kun Wei, Junchi Yan
2021CVPRGeneralizing Face Forgery Detection With High-Frequency Features.Yuchen Luo, Yong Zhang, Junchi Yan, Wei Liu
2021CVPRTuning IR-Cut Filter for Illumination-Aware Spectral Reconstruction From RGB.Bo Sun, Junchi Yan, Xiao Zhou, Yinqiang Zheng
2021CVPRCombinatorial Learning of Graph Edit Distance via Dynamic Embedding.Runzhong Wang, Tianqi Zhang, Tianshu Yu, Junchi Yan, Xiaokang Yang
2021EACLENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction.Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
2021ICIGMonocular Visual Analysis for Electronic Line Calling of Tennis Games.Yuanzhou Chen, Shaobo Cai, Yuxin Wang, Junchi Yan
2021ICLRDARTS-: Robustly Stepping out of Performance Collapse Without Indicators.Xiangxiang Chu, Xiaoxing Wang, Bo Zhang, Shun Lu, Xiaolin Wei, Junchi Yan
2021ICMLRethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss.Xue Yang, Junchi Yan, Qi Ming, Wentao Wang, Xiaopeng Zhang, Qi Tian
2021ICMLLearning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation.Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
2021ICMLTowards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach.Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Junchi Yan, Hongyuan Zha
2021ICMLDeep Latent Graph Matching.Tianshu Yu, Runzhong Wang, Junchi Yan, Baoxin Li
2021IJCAILearning Spectral Dictionary for Local Representation of Mesh.Zhongpai Gao, Junchi Yan, Guangtao Zhai, Xiaokang Yang
2021IJCAINeural Relation Inference for Multi-dimensional Temporal Point Processes via Message Passing Graph.Yunhao Zhang, Junchi Yan
2021IROSDynamic Modeling of Hand-Object Interactions via Tactile Sensing.Qiang Zhang, Yunzhu Li, Yiyue Luo, Wan Shou, Michael Foshey, Junchi Yan, Joshua B. Tenenbaum, Wojciech Matusik, Antonio Torralba
2021KDDHMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem.Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha
2021KDDContrastive Multi-View Multiplex Network Embedding with Applications to Robust Network Alignment.Hao Xiong, Junchi Yan, Li Pan
2020AAAIMultiple Graph Matching and Clustering via Decayed Pairwise Matching Composition.Tianzhe Wang, Zetian Jiang, Junchi Yan
2020ACCVLightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning.Xuehui Wang, Qing Wang, Yuzhi Zhao, Junchi Yan, Lei Fan, Long Chen
2020CVPRTowards Transferable Targeted Attack.Maosen Li, Cheng Deng, Tengjiao Li, Junchi Yan, Xinbo Gao, Heng Huang
2020CVPRLearning Unseen Concepts via Hierarchical Decomposition and Composition.Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao
2020CVPRDeterminant Regularization for Gradient-Efficient Graph Matching.Tianshu Yu, Junchi Yan, Baoxin Li
2020ECCVArbitrary-Oriented Object Detection with Circular Smooth Label.Xue Yang, Junchi Yan
2020ECCVLayered Neighborhood Expansion for Incremental Multiple Graph Matching.Zixuan Chen, Zhihui Xie, Junchi Yan, Yinqiang Zheng, Xiaokang Yang
2020ECCVDiscriminative Partial Domain Adversarial Network.Jian Hu, Hongya Tuo, Chao Wang, Lingfeng Qiao, Haowen Zhong, Junchi Yan, Zhongliang Jing, Henry Leung
2020ECCVRethinking the Defocus Blur Detection Problem and a Real-Time Deep DBD Model.Ning Zhang, Junchi Yan
2020ECCVAutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning.Jianchao Zhu, Liangliang Shi, Junchi Yan, Hongyuan Zha
2020EMNLPPre-training Entity Relation Encoder with Intra-span and Inter-span Information.Yijun Wang, Changzhi Sun, Yuanbin Wu, Junchi Yan, Peng Gao, Guotong Xie
2020ICLRLearning deep graph matching with channel-independent embedding and Hungarian attention.Tianshu Yu, Runzhong Wang, Junchi Yan, Baoxin Li
2020ICPRGFTE: Graph-Based Financial Table Extraction.Yiren Li, Zheng Huang, Junchi Yan, Yi Zhou, Fan Ye, Xianhui Liu
2020IJCAIMergeNAS: Merge Operations into One for Differentiable Architecture Search.Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun
2020IJCAILearning for Graph Matching and Related Combinatorial Optimization Problems.Junchi Yan, Shuang Yang, Edwin R. Hancock
2020ICPRHeterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning.Junjie Wang, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenjie Zhang, Hongyuan Zha
2020ICPRAutomatic Student Network Search for Knowledge Distillation.Zhexi Zhang, Wei Zhu, Junchi Yan, Peng Gao, Guotong Xie
2019CIKMSynergizing Local and Global Models for Matrix Approximation.Chao Chen, Hao Zhang, Dongsheng Li, Junchi Yan, Xiaokang Yang
2019CVPRTransferable AutoML by Model Sharing Over Grouped Datasets.Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin
2019CVPRDeep Spectral Clustering Using Dual Autoencoder Network.Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan, Wei Liu
2019ICCVAsymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query.Hao Wang, Cheng Deng, Junchi Yan, Dacheng Tao
2019ICCVLearning Combinatorial Embedding Networks for Deep Graph Matching.Runzhong Wang, Junchi Yan, Xiaokang Yang
2019ICCVSCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects.Xue Yang, Jirui Yang, Junchi Yan, Yue Zhang, Tengfei Zhang, Zhi Guo, Xian Sun, Kun Fu
2019IJCAIJoint Link Prediction and Network Alignment via Cross-graph Embedding.Xingbo Du, Junchi Yan, Hongyuan Zha
2019IJCAILearning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting.Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin
2019IJCAIGraph Convolutional Network Hashing for Cross-Modal Retrieval.Ruiqing Xu, Chao Li, Junchi Yan, Cheng Deng, Xianglong Liu
2019IJCAITransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics.Shihui Yang, Jidong Tian, Honglun Zhang, Junchi Yan, Hao He, Yaohui Jin
2019KDDModeling and Applications for Temporal Point Processes.Junchi Yan, Hongteng Xu, Liangda Li
2019PRICAIDifferential Privacy with Variant-Noise for Gaussian Processes Classification.Zhili Xiong, Longyuan Li, Junchi Yan, Haiyang Wang, Hao He, Yaohui Jin
2019SDMFast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data.Jinfeng Yi, Qi Lei, Wesley M. Gifford, Ji Liu, Junchi Yan, Bowen Zhou
2018AAAILearning Conditional Generative Models for Temporal Point Processes.Shuai Xiao, Hongteng Xu, Junchi Yan, Mehrdad Farajtabar, Xiaokang Yang, Le Song, Hongyuan Zha
2018AAAITau-FPL: Tolerance-Constrained Learning in Linear Time.Ao Zhang, Nan Li, Jian Pu, Jun Wang, Junchi Yan, Hongyuan Zha
2018CVPRJoint Cuts and Matching of Partitions in One Graph.Tianshu Yu, Junchi Yan, Jieyi Zhao, Baoxin Li
2018ECCVIncremental Multi-graph Matching via Diversity and Randomness Based Graph Clustering.Tianshu Yu, Junchi Yan, Wei Liu, Baoxin Li
2018IJCAICollaborative and Attentive Learning for Personalized Image Aesthetic Assessment.Guolong Wang, Junchi Yan, Zheng Qin
2018IJCAILearning Sequential Correlation for User Generated Textual Content Popularity Prediction.Wen Wang, Wei Zhang, Jun Wang, Junchi Yan, Hongyuan Zha
2018IJCAIImproving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning.Junchi Yan, Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha
2018IJCAIWeakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning.Ning Zhang, Junchi Yan, Yuchen Zhou
2018KDDDecoupled Learning for Factorial Marked Temporal Point Processes.Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha
2017AAAIGLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2017AAAIOn Predictive Patent Valuation: Forecasting Patent Citations and Their Types.Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu
2017AAAISelf-Paced Multi-Task Learning.Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha
2017AAAIUnsupervised Deep Learning for Optical Flow Estimation.Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha
2017AAAIModeling the Intensity Function of Point Process Via Recurrent Neural Networks.Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu
2017ACLTransductive Non-linear Learning for Chinese Hypernym Prediction.Chengyu Wang, Junchi Yan, Aoying Zhou, Xiaofeng He
2017CVPRFractal Dimension Invariant Filtering and Its CNN-Based Implementation.Hongteng Xu, Junchi Yan, Nils Persson, Weiyao Lin, Hongyuan Zha
2017ICWSHybrid Measurement of Air Quality as a Mobile Service: An Image Based Approach.Chao Zhang, Baoxian Liu, Junchi Yan, Jinghai Yan, Lingjun Li, Dawei Zhang, Xiaoguang Rui, Rongfang Bie
2017ICWSEarly Air Pollution Forecasting as a Service: An Ensemble Learning Approach.Chao Zhang, Junchi Yan, Yunting Li, Feng Sun, Jinghai Yan, Dawei Zhang, Xiaoguang Rui, Rongfang Bie
2017SIGIRPersonalized Key Frame Recommendation.Xu Chen, Yongfeng Zhang, Qingyao Ai, Hongteng Xu, Junchi Yan, Zheng Qin
2016AAAISpatially Regularized Streaming Sensor Selection.Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang
2016ICMLLow-Rank Matrix Approximation with Stability.Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2016IJCAIMPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering.Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang
2016IJCAIOn Modeling and Predicting Individual Paper Citation Count over Time.Shuai Xiao, Junchi Yan, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha
2016IJCAIModeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior.Junchi Yan, Shuai Xiao, Changsheng Li, Bo Jin, Xiangfeng Wang, Bin Ke, Xiaokang Yang, Hongyuan Zha
2016ICPRA constrained clustering based approach for matching a collection of feature sets.Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu
2015AAAIMulti-View Point Registration via Alternating Optimization.Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
2015AAAIOn Machine Learning towards Predictive Sales Pipeline Analytics.Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu, Xiaokang Yang
2015CVPRDiscrete hyper-graph matching.Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu
2015ICCVPerson Re-Identification with Correspondence Structure Learning.Yang Shen, Weiyao Lin, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang
2015ICCVA Matrix Decomposition Perspective to Multiple Graph Matching.Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen M. Chu
2015IMSales pipeline win propensity prediction: A regression approach.Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu
2014CIKMMaximizing Multi-scale Spatial Statistical Discrepancy.Weishan Dong, Renjie Yao, Chunyang Ma, Changsheng Li, Lei Shi, Lu Wang, Yu Wang, Peng Gao, Junchi Yan
2014ECCVGraduated Consistency-Regularized Optimization for Multi-graph Matching.Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang, Stephen Mingyu Chu
2014ICPRSufficient Statistics Feature Mapping over Deep Boltzmann Machine for Detection.Chao Zhang, Xiong Li, Junchi Yan, Stephen Qui, Yu Wang, Chunhua Tian, Yuming Zhao
2013ICCVJoint Optimization for Consistent Multiple Graph Matching.Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu
2013IJCAITowards Effective Prioritizing Water Pipe Replacement and Rehabilitation.Junchi Yan, Yu Wang, Ke Zhou, Jin Huang, Chunhua Tian, Hongyuan Zha, Weishan Dong
2012ECCVOn the Convergence of Graph Matching: Graduated Assignment Revisited.Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha
2011ICIGA Double-Layer Model for Foreground Detection from Video Sequence.Huanxi Liu, Junchi Yan, Jun Zhu, Xiaowei Lv, Xiong Li, Tianhong Zhu, Yuncai Liu
2011ICIGSparse Feature Learning for Visual Tracking by Least Absolute Shrinkage and Selection Operator.Minglei Tong, Junchi Yan, Huanxi Liu, Hong Han
2011VCIPWeighted sparse coding residual minimization for visual tracking.Junchi Yan, Minglei Tong
2010ECCVOptimum Subspace Learning and Error Correction for Tensors.Yin Li, Junchi Yan, Yue Zhou, Jie Yang
2010ICASSPA Bayesian framework for 3D human motion tracking from monocular image.Jian Liu, Junchi Yan, Minglei Tong, Yuncai Liu
2010ICIPTensor error correction for corrupted values in visual data.Yin Li, Yue Zhou, Junchi Yan, Jie Yang, Xiangjian He
2010ICIPVisual saliency detection via rank-sparsity decomposition.Junchi Yan, Jian Liu, Yin Li, Zhibin Niu, Yuncai Liu
2010ICIPModel-based 3D human motion tracking and voxel reconstruction from sparse views.Junchi Yan, Jian Song, Liwei Wang, Yuncai Liu
2009ACCVVisual Saliency Based on Conditional Entropy.Yin Li, Yue Zhou, Junchi Yan, Zhibin Niu, Jie Yang
2009ACCVAn Accelerated Human Motion Tracking System Based on Voxel Reconstruction under Complex Environments.Junchi Yan, Yin Li, EnLiang Zheng, Yuncai Liu
2009ICIGMarkless Human Motion Capture by Voxel Labeling.Junchi Yan, Jian Liu, Yuncai Liu
2009ICIGImproving Semantic Scene Categorization by Exploiting Audio-Visual Features.Songhao Zhu, Junchi Yan, Yuncai Liu