Yuxin Chen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
152
Venues
51
Active years
1999–2026
Best venue rank
A*
Where they publish
- A*ICML18 papers
- AAISTATS12 papers
- A*ICLR10 papers
- A*COLT7 papers
- A*CVPR6 papers
- BISIT6 papers
- A*AAAI5 papers
- A*INFOCOM5 papers
- MulticonferenceICASSP5 papers
- A*ICCV5 papers
- AUAI5 papers
- A*ACL4 papers
- A*SIGIR4 papers
- A*IJCAI4 papers
- A*CHI4 papers
- ACIKM3 papers
- BIJCNN3 papers
- A*ICRA3 papers
- A*WWW3 papers
- ASC3 papers
- A*KDD2 papers
- ASIGCSE2 papers
- CISPA2 papers
- BSMC2 papers
- BICTAI2 papers
- BITW2 papers
- A*ISCA1 paper
- BITiCSE1 paper
- A*SIGGRAPH1 paper
- A*ECCV1 paper
- BTEI1 paper
- BCCGRID1 paper
- CCSCWD1 paper
- BICCCN1 paper
- ASDM1 paper
- A*ICDM1 paper
- BICPP1 paper
- CIPCCC1 paper
- NationalISAIM1 paper
- ANAACL1 paper
- BIWQoS1 paper
- BSECON1 paper
- A*NDSS1 paper
- CICMLA1 paper
- CSEKE1 paper
- BDASFAA1 paper
- BSAS1 paper
- NationalHCI1 paper
- NationalACSSC1 paper
- BSSDBM1 paper
- NationalICNC1 paper
Papers
152 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | MMhops-R1: Multimodal Multi-hop Reasoning. | Tao Zhang, Ziqi Zhang, Zongyang Ma, Yuxin Chen, Bing Li, Chunfeng Yuan, Guangting Wang, Fengyun Rao, Ying Shan, Weiming Hu |
| 2026 | ACL | Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation. | Zixin Ding, Qi Zeng, Boying Gong, Wenlong Deng, Bo Pan, Yuxin Chen |
| 2026 | ACL | AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation. | Wentao Shi, Yu Wang, Yuyang Zhao, Yuxin Chen, Fuli Feng, Xueyuan Hao, Xi Su, Qi Gu, Hui Su, Xunliang Cai, Xiangnan He |
| 2026 | ACL | GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing. | Ming Wang, Shuang Wu, Bixuan Wang, Lu Lin, Yuxin Chen, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yufan Sun |
| 2026 | INFOCOM | QuIKS: Near-Zero Latency Key Supply with Adaptive Buffering for Resource-Efficient Quantum Key Distribution Networks. | Yuxin Chen, Zite Xia, Jian Li, Kaiping Xue, Zhonghui Li, Lutong Chen, Ruidong Li |
| 2026 | ISCA | LoKA: Low-Precision Kernel Applications for Recommendation Models at Scale. | Liang Luo, Yinbin Ma, Quanyu Zhu, Vasiliy Kuznetsov, Yuxin Chen, Jian Jiao, Jiecao Yu, Buyun Zhang, Tongyi Tang, Xiaohan Wei, Yanli Zhao, Zeliang Chen, Yuchen Hao, Venkatesh Ranganathan, Sandeep Parab, Yantao Yao, Maxim Naumov, Chunzhi Yang, Shen Li, Ellie Wen, Wenlin Chen, Chunqiang Tang |
| 2026 | ITiCSE | Oral Examinations in CS - A Systematic Literature Map. | Maria Motallebi, Iaroslav Abramov, Ahmad Zubair Alnoor, Awais Aziz, Yuxin Chen, Tianxu Kao, Zuhal Olomi, Anagha Vadarevu, Brian Harrington |
| 2026 | KDD | Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations. | Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Siyang Yuan, Tongyi Tang, Weilin Zhang, Xi Liu, Xiaohan Wei, Yuchen Hao, Xiaozhen Xia, Yasmine Badr, Zeliang Chen, Chengze Fan, Dong Liang, Qianru Li, Sihan Zeng, Wenjun Wang, Yunlong He, Yinbin Ma, Maxim Naumov, Yantao Yao, Wenlin Chen, Ellie Dingqiao Wen |
| 2026 | SIGGRAPH | Pixal3D: Pixel-Aligned 3D Generation from Images. | Dong-Yang Li, Wang Zhao, Yuxin Chen, Wenbo Hu, Meng-Hao Guo, Fang-Lue Zhang, Ying Shan, Shi-Min Hu |
| 2026 | SIGIR | SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling. | Zikun Liu, Liang Luo, Qianru Li, Zhengyu Zhang, Wei Ling, Jingyi Shen, Zeliang Chen, Yaning Huang, Jingxian Huang, Abdallah Aboelela, Chonglin Sun, Feifan Gu, Fenggang Wu, Hang Qu, Huayu Li, Jill Pan, Kaidi Pei, Laming Chen, Longhao Jin, Qin Huang, Tongyi Tang, Varna Puvvada, Wenlin Chen, Xiaohan Wei, Xu Cao, Yantao Yao, Yuan Jin, Yunchen Pu, Yuxin Chen, Zijian Shen, Zhengkai Zhang, Dong Liang, Ellie Wen |
| 2025 | AAAI | Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling. | Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan |
| 2025 | ACL | AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation. | Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang |
| 2025 | AISTATS | Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation. | Diantong Li, Fengxue Zhang, Chong Liu, Yuxin Chen |
| 2025 | AISTATS | Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition. | Fengxue Zhang, Thomas Desautels, Yuxin Chen |
| 2025 | CIKM | InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. | Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Hang Yin, Xin Zhang, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang |
| 2025 | COLT | Low-dimensional adaptation of diffusion models: Convergence in total variation (extended abstract). | Jiadong Liang, Zhihan Huang, Yuxin Chen |
| 2025 | COLT | Anytime Acceleration of Gradient Descent. | Zihan Zhang, Jason D. Lee, Simon S. Du, Yuxin Chen |
| 2025 | CVPR | Mono2Stereo: A Benchmark and Empirical Study for Stereo Conversion. | Songsong Yu, Yuxin Chen, Zhongang Qi, Zeke Xie, Yifan Wang, Lijun Wang, Ying Shan, Huchuan Lu |
| 2025 | ICASSP | Leveraging Heterophily in Spatial-Temporal Graphs for Multivariate Time-Series Forecasting. | Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan |
| 2025 | ICCV | VisionMath: Vision-Form Mathematical Problem-Solving. | Zongyang Ma, Yuxin Chen, Ziqi Zhang, Zhongang Oi, Chunfeng Yuan, Shaojie Zhu, Chengxiang Zhuo, Bing Li, Ye Liu, Zang Li, Ying Shan, Weiming Hu |
| 2025 | ICCV | Mamba-3VL: Taming State Space Model for 3D Vision Language Learning. | Yuan Wang, Yuxin Chen, Zhongang Qi, Lijun Liu, Jile Jiao, Xuetao Feng, Yujia Liang, Ying Shan, Zhipeng Zhang |
| 2025 | ICCV | DOGR: Towards Versatile Visual Document Grounding and Referring. | Yinan Zhou, Yuxin Chen, Haokun Lin, Yichen Wu, Shuyu Yang, Zhongang Qi, Chen Ma, Li Zhu |
| 2025 | ICLR | Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization. | Jiajun Fan, Shuaike Shen, Chaoran Cheng, Yuxin Chen, Chumeng Liang, Ge Liu |
| 2025 | ICLR | Language Representations Can be What Recommenders Need: Findings and Potentials. | Leheng Sheng, An Zhang, Yi Zhang, Yuxin Chen, Xiang Wang, Tat-Seng Chua |
| 2025 | ICML | Taming Rectified Flow for Inversion and Editing. | Jiangshan Wang, Junfu Pu, Zhongang Qi, Jiayi Guo, Yue Ma, Nisha Huang, Yuxin Chen, Xiu Li, Ying Shan |
| 2025 | ICML | Minimax Optimal Regret Bound for Reinforcement Learning with Trajectory Feedback. | Zihan Zhang, Yuxin Chen, Jason D. Lee, Simon Shaolei Du, Ruosong Wang |
| 2025 | IJCNN | Exploiting Spatial-Temporal Joint Information from the Frequency Domain for Multivariate Time Series Forecasting. | Jingyi Huo, Yuan Gao, Yuxin Chen, Fangru Lin, Ziniu Wang, Qian Zhu, Hui Yan |
| 2025 | ICRA | FDPP: Fine-Tune Diffusion Policy with Human Preference. | Yuxin Chen, Devesh K. Jha, Masayoshi Tomizuka, Diego Romeres |
| 2025 | IJCNN | Receptive Field Aware Contrastive Learning for Multivariate Time Series Classification. | Fangru Lin, Yuan Gao, Yuxin Chen, Jingyi Huo, Hui Yan |
| 2025 | ICRA | Physics-Aware Robotic Palletization With Online Masking Inference. | Tianqi Zhang, Zheng Wu, Yuxin Chen, Yixiao Wang, Boyuan Liang, Scott Moura, Masayoshi Tomizuka, Mingyu Ding, Wei Zhan |
| 2025 | KDD | Runtime-Aware Pipeline for Vertical Federated Learning with Bounded Model Staleness. | Xiong Wang, Yi Zhang, Yuxin Chen, Yuqing Li, Chuanhu Ma, Bo Li, Hai Jin |
| 2025 | WWW | Personalized Recommendation Agents with Self-Consistency. | Zijing Wu, Leheng Sheng, Yuanlin Xia, Yi Zhang, Yuxin Chen, An Zhang |
| 2025 | SIGCSE | Undergraduate Research Opportunities in CS Education: A Literature Map. | Brian Harrington, Shreeansha Bhattarai, Han-Shin Chen, Yuxin Chen, Kian Dianati, Serena Ju, Yuhan Pan, Zhiyu Pan, Neha Prabu, Zhifei Song, Like Wang |
| 2025 | UAI | Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient? | Hwanwoo Kim, Chong Liu, Yuxin Chen |
| 2025 | UAI | Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization. | Fengxue Zhang, Yuxin Chen |
| 2024 | AISTATS | Model-based Policy Optimization under Approximate Bayesian Inference. | Chaoqi Wang, Yuxin Chen, Kevin Murphy |
| 2024 | AISTATS | Don't Be Pessimistic Too Early: Look K Steps Ahead! | Chaoqi Wang, Ziyu Ye, Kevin Murphy, Yuxin Chen |
| 2024 | COLT | Minimax-optimal reward-agnostic exploration in reinforcement learning. | Gen Li, Yuling Yan, Yuxin Chen, Jianqing Fan |
| 2024 | COLT | Settling the sample complexity of online reinforcement learning. | Zihan Zhang, Yuxin Chen, Jason D. Lee, Simon S. Du |
| 2024 | COLT | Optimal Multi-Distribution Learning. | Zihan Zhang, Wenhao Zhan, Yuxin Chen, Simon S. Du, Jason D. Lee |
| 2024 | CVPR | How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? | Yuxin Chen, Zongyang Ma, Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Bing Li, Junfu Pu, Ying Shan, Xiaojuan Qi, Weiming Hu |
| 2024 | ECCV | EA-VTR: Event-Aware Video-Text Retrieval. | Zongyang Ma, Ziqi Zhang, Yuxin Chen, Zhongang Qi, Chunfeng Yuan, Bing Li, Yingmin Luo, Xu Li, Xiaojuan Qi, Ying Shan, Weiming Hu |
| 2024 | ICLR | Towards Non-Asymptotic Convergence for Diffusion-Based Generative Models. | Gen Li, Yuting Wei, Yuxin Chen, Yuejie Chi |
| 2024 | ICLR | Blending Imitation and Reinforcement Learning for Robust Policy Improvement. | Xuefeng Liu, Takuma Yoneda, Rick Stevens, Matthew R. Walter, Yuxin Chen |
| 2024 | ICLR | Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints. | Chaoqi Wang, Yibo Jiang, Chenghao Yang, Han Liu, Yuxin Chen |
| 2024 | ICLR | Enhancing Instance-Level Image Classification with Set-Level Labels. | Renyu Zhang, Aly A. Khan, Yuxin Chen, Robert L. Grossman |
| 2024 | ICLR | Horizon-Free Regret for Linear Markov Decision Processes. | Zihan Zhang, Jason D. Lee, Yuxin Chen, Simon Shaolei Du |
| 2024 | ICML | Accelerating Convergence of Score-Based Diffusion Models, Provably. | Gen Li, Yu Huang, Timofey Efimov, Yuting Wei, Yuejie Chi, Yuxin Chen |
| 2024 | ICML | Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context. | Xiang Cheng, Yuxin Chen, Suvrit Sra |
| 2024 | ICML | Wukong: Towards a Scaling Law for Large-Scale Recommendation. | Buyun Zhang, Liang Luo, Yuxin Chen, Jade Nie, Xi Liu, Shen Li, Yanli Zhao, Yuchen Hao, Yantao Yao, Ellie Dingqiao Wen, Jongsoo Park, Maxim Naumov, Wenlin Chen |
| 2024 | ISPA | A Workflow Scheduling Algorithm Based on Linear Evaluation for Dynamic Distributed Computing Environments. | Xin Li, Zhan Zeng, Yuxin Chen, Jinglong Deng, Yue Hong, Wei Zheng |
| 2024 | WWW | Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. | Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen |
| 2024 | WWW | AutoML for Large Capacity Modeling of Meta's Ranking Systems. | Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen |
| 2024 | SIGCSE | Alternative Evaluation in CS Education Research: A Systematic Literature Map. | Brian Harrington, Thezyrie Amarouche, Andrew Aucie, Shreeansha Bhattarai, Yuxin Chen, Raha Gharadaghi, Kaiyi Huang, Jin Jiang, Linda Lo, Maliha Lodi, Rohita Nalluri, Fawaz Omidiya, Anagha Vadarevu |
| 2024 | SIGIR | On Generative Agents in Recommendation. | An Zhang, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua |
| 2024 | SC | Accelerating Multi-GPU Embedding Retrieval with PGAS-Style Communication for Deep Learning Recommendation Systems. | Yuxin Chen, Aydin Bulu, Katherine A. Yelick, John D. Owens |
| 2024 | UAI | Learning to Rank for Active Learning via Multi-Task Bilevel Optimization. | Zixin Ding, Si Chen, Ruoxi Jia, Yuxin Chen |
| 2024 | UAI | No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes. | Minbiao Han, Fengxue Zhang, Yuxin Chen |
| 2024 | TEI | DOGO Smart Social Network For Pet. | Yu-chi Wu, Zhe-Wei Zhang, Wei-Ling Chung, Chien Yu-Ting, Yuxin Chen |
| 2023 | CCGRID | RoUD: Scalable RDMA over UD in Lossy Data Center Networks. | Zhiqiang He, Yuxin Chen, Bei Hua |
| 2023 | CSCWD | An improved Priority-Based Level Algorithm for just-in-time scheduling. | Yuxin Chen, Yue Hong, Caie Wang |
| 2023 | CVPR | ViLEM: Visual-Language Error Modeling for Image-Text Retrieval. | Yuxin Chen, Zongyang Ma, Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Ying Shan, Bing Li, Weiming Hu, Xiaohu Qie, Jianping Wu |
| 2023 | ICCCN | PLR: An In-Network Proactive Loss Recovery Scheme for Named Data Networking. | Yuxin Chen, Jiayu Yang, Xuanbo Huang, Jiangping Han, Bobo Wang, Jian Li, Kaiping Xue |
| 2023 | ICCV | Order-Prompted Tag Sequence Generation for Video Tagging. | Zongyang Ma, Ziqi Zhang, Yuxin Chen, Zhongang Qi, Yingmin Luo, Zekun Li, Chunfeng Yuan, Bing Li, Xiaohu Qie, Ying Shan, Weiming Hu |
| 2023 | ICLR | Learning Human-Compatible Representations for Case-Based Decision Support. | Han Liu, Yizhou Tian, Chacha Chen, Shi Feng, Yuxin Chen, Chenhao Tan |
| 2023 | ICLR | Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing. | Renyu Zhang, Aly A. Khan, Robert L. Grossman, Yuxin Chen |
| 2023 | ICML | Active Policy Improvement from Multiple Black-box Oracles. | Xuefeng Liu, Takuma Yoneda, Chaoqi Wang, Matthew R. Walter, Yuxin Chen |
| 2023 | ICML | Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation. | Fengxue Zhang, Jialin Song, James C. Bowden, Alexander Ladd, Yisong Yue, Thomas Desautels, Yuxin Chen |
| 2023 | IJCAI | Efficient Online Decision Tree Learning with Active Feature Acquisition. | Arman Rahbar, Ziyu Ye, Yuxin Chen, Morteza Haghir Chehreghani |
| 2023 | INFOCOM | FedMoS: Taming Client Drift in Federated Learning with Double Momentum and Adaptive Selection. | Xiong Wang, Yuxin Chen, Yuqing Li, Xiaofei Liao, Hai Jin, Bo Li |
| 2023 | SMC | Spatial-Temporal Hierarchical Graph Convolutional Networks for Traffic Forecasting. | Qingyuan Shao, Hui Yan, Yuxin Chen |
| 2023 | SMC | Time-Graph Adjustive Graph Convolutional Recurrent Network for Traffic Forecasting. | Qingyuan Shao, Hui Yan, Yuxin Chen |
| 2023 | SDM | Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain Recommendation. | Shilei Cao, Yujie Lin, Xianli Zhang, Yufu Chen, Zhen Zhu, Yuxin Chen, Buyue Qian, Feng Wang, Zang Li |
| 2022 | CVPR | Class-wise Thresholding for Robust Out-of-Distribution Detection. | Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli |
| 2022 | CVPR | Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation. | Zongyang Ma, Guan Luo, Jin Gao, Liang Li, Yuxin Chen, Shaoru Wang, Congxuan Zhang, Weiming Hu |
| 2022 | ICDM | MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation. | Xiangjin Xie, Yuxin Chen, Ruipeng Wang, Xianli Zhang, Shilei Cao, Kai Ouyang, Zihan Zhang, Hai-Tao Zheng, Buyue Qian, Hansen Zheng, Bo Hu, Chengxiang Zhuo, Zang Li |
| 2022 | ICML | Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity. | Laixi Shi, Gen Li, Yuting Wei, Yuxin Chen, Yuejie Chi |
| 2022 | ICPP | Atos: A Task-Parallel GPU Scheduler for Graph Analytics. | Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Bulu, Katherine A. Yelick, John D. Owens |
| 2022 | IPCCC | DTS: A Dual Transport Switching Scheme for RDMA-based Applications. | Yuxin Chen, Dongyang Wang, Gang Lu, Junhong Ye, Feng Jin, Zhiqiang He, Bei Hua |
| 2022 | ISAIM | Optimizing Decision Making via Submodular Surrogates. | Yuxin Chen |
| 2022 | ICTAI | Discriminative Graph Convolutional Networks for Semi-supervised Node Classification. | Guoguo Ai, Hui Yan, Yuxin Chen |
| 2022 | ICTAI | Vehicle Damage Detection based on MD R-CNN. | Yuxin Chen, Hua Yuan, Shoubin Dong, Jinbo Peng |
| 2022 | ISPA | A Blockchain- Based Copyright Protection System for Short Videos. | Wenhao Zhao, Xin Lin, Yuxin Chen, Yue Hong, Wei Zheng |
| 2022 | NAACL | Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data. | Jamar L. Sullivan Jr., William Brackenbury, Andrew McNut, Kevin Bryson, Kwam Byll, Yuxin Chen, Michael L. Littman, Chenhao Tan, Blase Ur |
| 2022 | SC | Scalable Irregular Parallelism with GPUs: Getting CPUs Out of the Way. | Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Bulu, Katherine A. Yelick, John D. Owens |
| 2021 | AAAI | Adaptive Teaching of Temporal Logic Formulas to Preference-based Learners. | Zhe Xu, Yuxin Chen, Ufuk Topcu |
| 2021 | AISTATS | The Teaching Dimension of Kernel Perceptron. | Akash Kumar, Hanqi Zhang, Adish Singla, Yuxin Chen |
| 2021 | CHI | Demonstrating User Authentication via Electrical Muscle Stimulation. | Yuxin Chen, Zhuolin Yang, Ruben Abbou, Pedro Lopes, Ben Y. Zhao, Haitao Zheng |
| 2021 | CHI | User Authentication via Electrical Muscle Stimulation. | Yuxin Chen, Zhuolin Yang, Ruben Abbou, Pedro Lopes, Ben Y. Zhao, Haitao Zheng |
| 2021 | COLT | Softmax Policy Gradient Methods Can Take Exponential Time to Converge. | Gen Li, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen |
| 2021 | ICCV | Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition. | Yuxin Chen, Ziqi Zhang, Chunfeng Yuan, Bing Li, Ying Deng, Weiming Hu |
| 2021 | ICLR | Learning to Make Decisions via Submodular Regularization. | Ayya Alieva, Aiden Aceves, Jialin Song, Stephen Mayo, Yisong Yue, Yuxin Chen |
| 2021 | ICML | Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning. | Gen Li, Changxiao Cai, Yuxin Chen, Yuantao Gu, Yuting Wei, Yuejie Chi |
| 2021 | IJCAI | Understanding the Effect of Bias in Deep Anomaly Detection. | Ziyu Ye, Yuxin Chen, Haitao Zheng |
| 2021 | ICRA | Generating Continuous Motion and Force Plans in Real-Time for Legged Mobile Manipulation. | Parker Ewen, Jean-Pierre Sleiman, Yuxin Chen, Wei-Chun Lu, Marco Hutter, Ram Vasudevan |
| 2021 | INFOCOM | MTP: Avoiding Control Plane Overload with Measurement Task Placement. | Xiang Chen, Qun Huang, Peiqiao Wang, Hongyan Liu, Yuxin Chen, Dong Zhang, Haifeng Zhou, Chunming Wu |
| 2021 | IWQoS | LightNF: Simplifying Network Function Offloading in Programmable Networks. | Xiang Chen, Qun Huang, Peiqiao Wang, Zili Meng, Hongyan Liu, Yuxin Chen, Dong Zhang, Haifeng Zhou, Boyang Zhou, Chunming Wu |
| 2021 | SECON | VarLenMARL: A Framework of Variable-Length Time-Step Multi-Agent Reinforcement Learning for Cooperative Charging in Sensor Networks. | Yuxin Chen, Hejun Wu, Yongheng Liang, Guoming Lai |
| 2020 | AISTATS | Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction. | Boyue Li, Shicong Cen, Yuxin Chen, Yuejie Chi |
| 2020 | CHI | Wearable Microphone Jamming. | Yuxin Chen, Huiying Li, Shan-Yuan Teng, Steven Nagels, Zhijing Li, Pedro Lopes, Ben Y. Zhao, Haitao Zheng |
| 2020 | CHI | Demonstrating Wearable Microphone Jamming. | Yuxin Chen, Huiying Li, Shan-Yuan Teng, Steven Nagels, Zhijing Li, Pedro Lopes, Haitao Zheng, Ben Y. Zhao |
| 2020 | ICML | Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality. | Changxiao Cai, H. Vincent Poor, Yuxin Chen |
| 2020 | IJCAI | An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles. | Niklas kerblom, Yuxin Chen, Morteza Haghir Chehreghani |
| 2020 | IJCAI | Understanding the Power and Limitations of Teaching with Imperfect Knowledge. | Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla |
| 2020 | INFOCOM | FastScale: Fast Scaling Out of Network Functions. | Xiang Chen, Yuxin Chen, Qun Huang, Haifeng Zhou, Dong Zhang, Chunming Wu, Junchi Xing |
| 2020 | NDSS | Et Tu Alexa? When Commodity WiFi Devices Turn into Adversarial Motion Sensors. | Yanzi Zhu, Zhujun Xiao, Yuxin Chen, Zhijing Li, Max Liu, Ben Y. Zhao, Heather Zheng |
| 2019 | AAAI | Type Sequence Preserving Heterogeneous Information Network Embedding. | Yuxin Chen, Tengjiao Wang, Wei Chen, Qiang Li, Zhen Qiu |
| 2019 | AISTATS | Nonconvex Matrix Factorization from Rank-One Measurements. | Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi |
| 2019 | AISTATS | A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes. | Jialin Song, Yuxin Chen, Yisong Yue |
| 2019 | AISTATS | Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design. | Kevin K. Yang, Yuxin Chen, Alycia Lee, Yisong Yue |
| 2019 | ICASSP | Pixel Level Data Augmentation for Semantic Image Segmentation Using Generative Adversarial Networks. | Shuangting Liu, Jiaqi Zhang, Yuxin Chen, Yifan Liu, Zengchang Qin, Tao Wan |
| 2019 | ICMLA | An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing. | Yingshui Tan, Baihong Jin, Alexander J. Nettekoven, Yuxin Chen, Yisong Yue, Ufuk Topcu, Alberto L. Sangiovanni-Vincentelli |
| 2019 | SC | RDMA vs. RPC for Implementing Distributed Data Structures. | Benjamin A. Brock, Yuxin Chen, Jiakun Yan, John D. Owens, Aydin Bulu, Katherine A. Yelick |
| 2018 | AISTATS | Near-Optimal Machine Teaching via Explanatory Teaching Sets. | Yuxin Chen, Oisin Mac Aodha, Shihan Su, Pietro Perona, Yisong Yue |
| 2018 | CVPR | Teaching Categories to Human Learners With Visual Explanations. | Oisin Mac Aodha, Shihan Su, Yuxin Chen, Pietro Perona, Yisong Yue |
| 2018 | ICML | Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion. | Cong Ma, Kaizheng Wang, Yuejie Chi, Yuxin Chen |
| 2018 | SEKE | A New Satellite Constellation Networking Certification and Reliable Maintenance Protocol (S). | Congyu Huang, Liehuang Zhu, Chunlei Li, Chuan Zhang, Yuxin Chen, Zijian Zhang |
| 2017 | AISTATS | Near-optimal Bayesian Active Learning with Correlated and Noisy Tests. | Yuxin Chen, Seyed Hamed Hassani, Andreas Krause |
| 2017 | DASFAA | HINE: Heterogeneous Information Network Embedding. | Yuxin Chen, Chenguang Wang |
| 2017 | UAI | Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting. | Yuxin Chen, Jean-Michel Renders, Morteza Haghir Chehreghani, Andreas Krause |
| 2017 | SAS | Learning Shape Analysis. | Marc Brockschmidt, Yuxin Chen, Pushmeet Kohli, Siddharth Krishna, Daniel Tarlow |
| 2016 | HCI | Creating Instructor Dashboards to Foster Collaborative Learning in On-Line Medical Problem-Based Learning Situations. | Maedeh Assadat Kazemitabar, Stephen Bodnar, Peter Hogaboam, Yuxin Chen, Juan Pablo Sarmiento, Susanne P. Lajoie, Cindy E. Hmelo-Silver, Ricki Goldman, Jeffrey Wiseman, Lap-Ki Chan |
| 2016 | ICML | Community Recovery in Graphs with Locality. | Yuxin Chen, Govinda M. Kamath, Changho Suh, David Tse |
| 2015 | AAAI | Submodular Surrogates for Value of Information. | Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha S. Srinivasa, Andreas Krause |
| 2015 | COLT | Sequential Information Maximization: When is Greedy Near-optimal? | Yuxin Chen, S. Hamed Hassani, Amin Karbasi, Andreas Krause |
| 2015 | ICML | Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons. | Yuxin Chen, Changho Suh |
| 2015 | ISIT | Information recovery from pairwise measurements: A shannon-theoretic approach. | Yuxin Chen, Changho Suh, Andrea J. Goldsmith |
| 2015 | ITW | Top-K ranking: An information-theoretic perspective. | Yuxin Chen, Changho Suh |
| 2014 | AISTATS | Near Optimal Bayesian Active Learning for Decision Making. | Shervin Javdani, Yuxin Chen, Amin Karbasi, Andreas Krause, Drew Bagnell, Siddhartha S. Srinivasa |
| 2014 | ICASSP | Estimation of simultaneously structured covariance matrices from quadratic measurements. | Yuxin Chen, Yuejie Chi, Andrea J. Goldsmith |
| 2014 | ICASSP | An algorithm for exact super-resolution and phase retrieval. | Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith |
| 2014 | ICML | Near-Optimal Joint Object Matching via Convex Relaxation. | Yuxin Chen, Leonidas J. Guibas, Qi-Xing Huang |
| 2014 | ICML | Active Detection via Adaptive Submodularity. | Yuxin Chen, Hiroaki Shioi, Cesar Fuentes Montesinos, Lian Pin Koh, Serge A. Wich, Andreas Krause |
| 2014 | ICML | Scalable Semidefinite Relaxation for Maximum A Posterior Estimation. | Qi-Xing Huang, Yuxin Chen, Leonidas J. Guibas |
| 2014 | ISIT | Robust and universal covariance estimation from quadratic measurements via convex programming. | Yuxin Chen, Yuejie Chi, Andrea J. Goldsmith |
| 2014 | ISIT | Information recovery from pairwise measurements. | Yuxin Chen, Andrea J. Goldsmith |
| 2013 | ACSSC | Compressive recovery of 2-D off-grid frequencies. | Yuejie Chi, Yuxin Chen |
| 2013 | ICML | Spectral Compressed Sensing via Structured Matrix Completion. | Yuxin Chen, Yuejie Chi |
| 2013 | ICML | Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization. | Yuxin Chen, Andreas Krause |
| 2013 | ISIT | Minimax universal sampling for compound multiband channels. | Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar |
| 2012 | ISIT | Channel capacity under general nonuniform sampling. | Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith |
| 2011 | ICASSP | Shannon meets Nyquist: Capacity limits of sampled analog channels. | Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith |
| 2011 | INFOCOM | Sharing multiple messages over mobile networks. | Yuxin Chen, Sanjay Shakkottai, Jeffrey G. Andrews |
| 2011 | ITW | Approaching the capacity of sampled analog channels. | Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith |
| 2011 | SSDBM | Privacy Preserving Group Linkage. | Fengjun Li, Yuxin Chen, Bo Luo, Dongwon Lee, Peng Liu |
| 2010 | ISIT | An upper bound on multi-hop transmission capacity with dynamic routing selection. | Yuxin Chen, Jeffrey G. Andrews |
| 2009 | ICNC | The Generation of the Reversible Gate Network-Based the Variable System Numbers. | Yuxin Chen, Zhijin Guan, Shanli Chen, Hui Li |
| 2005 | CIKM | Intelligent GP fusion from multiple sources for text classification. | Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos Andr Gonalves, Marco Cristo, Pvel Calado |
| 2005 | SIGIR | Intelligent fusion of structural and citation-based evidence for text classification. | Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos Andr Gonalves, Marco Cristo, Pvel Calado |
| 2004 | CIKM | Combining structural and citation-based evidence for text classification. | Baoping Zhang, Marcos Andr Gonalves, Weiguo Fan, Yuxin Chen, Edward A. Fox, Pvel Calado, Marco Cristo |
| 2003 | SIGIR | Harvesting: Broadening the Field of Distributed Information Retrieval. | Edward A. Fox, Marcos Andr Gonalves, Ming Luo, Yuxin Chen, Aaron Krowne, Baoping Zhang, Kate McDevitt, Manuel A. Prez-Quiones, Ryan Richardson, Lillian N. Cassel |
| 1999 | IJCNN | Blind robust neural network beamformer. | Yuxin Chen, Zhenya He |