Wenzhe Li

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 46

Top Topics

Optical Networks

Reinforcement Learning

Resource Allocation

Top Venues

Publications

Huan Liu, Shiyong Li, Wenzhe Li, Wei Sun
A Distributed Resource Sharing Mechanism in Edge-Enabled IIoT Systems. IEEE Internet Things J. 11 (8) (2024)
Jiawei Ge, Yuanhao Wang, Wenzhe Li, Chi Jin
Towards Principled Superhuman AI for Multiplayer Symmetric Games. CoRR (2024)
Huan Liu, Shiyong Li, Wenzhe Li, Wei Sun
Efficient decentralized optimization for edge-enabled smart manufacturing: A federated learning-based framework. Future Gener. Comput. Syst. 157 (2024)
Wenzhe Li, Guojun Yuan, Zhan Wang, Guangming Tan, Peiheng Zhang, George N. Rouskas
Fast and scalable all-optical network architecture for distributed deep learning. J. Opt. Commun. Netw. 16 (3) (2024)
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
Non-Convex Optimization of Resource Allocation in Fog Computing Using Successive Approximation. J. Syst. Sci. Complex. 37 (2) (2024)
Wenzhe Li, Guojun Yuan, Zhan Wang, Guangming Tan, Peiheng Zhang, George N. Rouskas
Accelerate Distributed Deep Learning with a Fast Reconfigurable Optical Network. OFC (2024)
Wenzhe Li, Zihan Ding, Seth Karten, Chi Jin
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning. CoRR (2024)
Shicheng Zhang, Xuwei Xue, Bingli Guo, Yixuan Li, Wenzhe Li, Shikui Shen, Haoze Qian, Xiaojie Yin, Buzheng Wei, Guojun Yuan, Xiongyan Tang, Shanguo Huang
Fast-tunable Graphene-based AWGR for Deep Learning Training Networks. HotOptics@SIGCOMM (2024)
Shiyong Li, Wenzhe Li, Wei Sun, Jia Liu
Nonconvex resource allocation for inelastic enterprise applications deployment into the cloud via particle swarm optimization. J. Intell. Fuzzy Syst. 44 (3) (2023)
Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery. AAAI (2023)
Wenzhe Li, Hao Luo, Zichuan Lin, Chongjie Zhang, Zongqing Lu, Deheng Ye
A Survey on Transformers in Reinforcement Learning. CoRR (2023)
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
Optimal cross-layer resource allocation in fog computing: A market-based framework. J. Netw. Comput. Appl. 209 (2023)
Wenzhe Li, Hao Luo, Zichuan Lin, Chongjie Zhang, Zongqing Lu, Deheng Ye
A Survey on Transformers in Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Wenzhe Li, Xiaodong Jia, Yuan-Ming Hsu, Chen-Hung Liao, Yunfei Wang, Mong-Tung Lin, Jay Lee
A Novel Methodology for Lens Matching in Compact Lens Module Assembly. IEEE Trans Autom. Sci. Eng. 20 (2) (2023)
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
An Optimization Framework for Migrating and Deploying Multiclass Enterprise Applications Into the Cloud. IEEE Trans. Serv. Comput. 16 (2) (2023)
Kuo Lu, Jin Xie, Risen Wang, Lei Li, Wenzhe Li, Yuning Jiang
A closed-loop intelligent adjustment of process parameters in precise and micro hot-embossing using an in-process optic detection. J. Intell. Manuf. 33 (8) (2022)
Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery. CoRR (2022)
Wenzhe Li, Yanxin Yuan, Yuanpeng Zhang, Ying Luo
Unblurring ISAR Imaging for Maneuvering Target Based on UFGAN. Remote. Sens. 14 (20) (2022)
Wenzhe Li, Zirui Zhu, Tianchi Huang, Lifeng Sun, Chun Yuan
Federated Knowledge Transfer for Heterogeneous Visual Models. MMAsia (2022)
Xi Chen, Ali Ghadirzadeh, Tianhe Yu, Jianhao Wang, Alex Yuan Gao, Wenzhe Li, Liang Bin, Chelsea Finn, Chongjie Zhang
LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning. NeurIPS (2022)
Wenzhe Li, Nikolaos Aletras
Improving Graph-Based Text Representations with Character and Word Level N-grams. CoRR (2022)
Xi Chen, Ali Ghadirzadeh, Tianhe Yu, Yuan Gao, Jianhao Wang, Wenzhe Li, Bin Liang, Chelsea Finn, Chongjie Zhang
Latent-Variable Advantage-Weighted Policy Optimization for Offline RL. CoRR (2022)
Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL. CoRR (2022)
Wenzhe Li, Nikolaos Aletras
Improving Graph-Based Text Representations with Character and Word Level N-grams. AACL/IJCNLP (2) (2022)
Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL. ICLR (2022)
Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon
Estimating High Order Gradients of the Data Distribution by Denoising. NeurIPS (2021)
Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang
Offline Reinforcement Learning with Reverse Model-based Imagination. NeurIPS (2021)
Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck
Tractable Computation of Expected Kernels by Circuits. CoRR (2021)
Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon
Estimating High Order Gradients of the Data Distribution by Denoising. CoRR (2021)
Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck
Tractable computation of expected kernels. UAI (2021)
Qibo Yang, Xiaodong Jia, Xiang Li, Jianshe Feng, Wenzhe Li, Jay Lee
Evaluating Feature Selection and Anomaly Detection Methods of Hard Drive Failure Prediction. IEEE Trans. Reliab. 70 (2) (2021)
Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang
Offline Reinforcement Learning with Reverse Model-based Imagination. CoRR (2021)
Haoshu Cai, Jianshe Feng, Qibo Yang, Wenzhe Li, Xiang Li, Jay Lee
A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization. Comput. Ind. 119 (2020)
Haoshu Cai, Jianshe Feng, Wenzhe Li, Yuan-Ming Hsu, Jay Lee
Similarity-based Particle Filter for Remaining Useful Life prediction with enhanced performance. Appl. Soft Comput. 94 (2020)
Wenzhe Li, Bingli Guo, Xin Li, Yu Zhou, Shanguo Huang, George N. Rouskas
A large-scale nesting ring multi-chip architecture for manycore processor systems. Opt. Switch. Netw. 31 (2019)
Shan Yin, Shijia Guo, Wenzhe Li, Bao Wang, Yu Shang, Shanguo Huang
Survivable Multipath RSA of Anycast Traffic in CDN Against Multiple Node Failures. ECOC (2018)
Shan Yin, Shanguo Huang, Hao Liu, Bingli Guo, Tao Gao, Wenzhe Li
Survivable Multipath Virtual Network Embedding Against Multiple Failures for SDN/NFV. IEEE Access 6 (2018)
Shang Yu, Bingli Guo, Wenzhe Li, Yu Zhou, Xin Li, Shanguo Huang
Optical Circuit Switching Enabled Reconfigurable HPC Network for Traffic Pattern. OFC (2018)
Cuicui Dong, Huifang Du, Yaru Du, Ying Chen, Wenzhe Li, Ming Zhao
Path-Based Learning for Plant Domain Knowledge Graph. CCKS (2017)
Wenzhe Li, Dong Guo, Greg Ver Steeg, Aram Galstyan
Unifying Local and Global Change Detection in Dynamic Networks. CoRR (2017)
Richard Bormann, Florian Jordan, Wenzhe Li, Joshua Hampp, Martin Hägele
Room segmentation: Survey, implementation, and analysis. ICRA (2016)
Yu Zhou, Shan Yin, Bingli Guo, Haibin Huang, Wenzhe Li, Min Zhang, Shanguo Huang
Experimental demonstration of software-defined optical network for heterogeneous packet and optical networks. Photonic Netw. Commun. 32 (2) (2016)
Yuan Shi, Wenzhe Li, Fei Sha
Metric Learning for Ordinal Data. AAAI (2016)
Yuyu Wang, Xin Li, Bingli Guo, Tao Gao, Wenzhe Li, Shanguo Huang
Survivable virtual optical network mapping in elastic optical networks with shared backup path protection. WOCC (2016)
Wenzhe Li, Sungjin Ahn, Max Welling
Scalable MCMC for Mixed Membership Stochastic Blockmodels. AISTATS (2016)
Ismail El-Helw, Rutger F. H. Hofman, Wenzhe Li, Sungjin Ahn, Max Welling, Henri E. Bal
Scalable Overlapping Community Detection. IPDPS Workshops (2016)
Zhengping Che, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Yan Liu
Deep Computational Phenotyping. KDD (2015)
Wenzhe Li, Sungjin Ahn, Max Welling
Scalable MCMC for Mixed Membership Stochastic Blockmodels. CoRR (2015)
David C. Kale, Zhengping Che, Mohammad Taha Bahadori, Wenzhe Li, Yan Liu, Randall C. Wetzel
Causal Phenotype Discovery via Deep Networks. AMIA (2015)
Hao Lv, Wenzhe Li, Zhao Li, Yang Zhang, Teng Jiao, Huijun Xue, Miao Liu, XiJing Jing, Jianqi Wang
Characterization and Identification of IR-UWB Respiratory-Motion Response of Trapped Victims. IEEE Trans. Geosci. Remote. Sens. 52 (11) (2014)
Stephanie Valentine, Francisco Vides, George Lucchese, David Turner, Hong-hoe Kim, Wenzhe Li, Julie Linsey, Tracy Hammond
Mechanix: A Sketch-Based Tutoring and Grading System for Free-Body Diagrams. AI Mag. 34 (1) (2013)
Miao Liu, Sheng Li, Hao Lv, Ying Tian, Guohua Lu, Yang Zhang, Zhao Li, Wenzhe Li, XiJing Jing, Jianqi Wang
Human Detection Algorithm Based on Bispectrum Analysis for IR-UWB Radar. ISNN (1) (2013)
Wenzhe Li, Tracy Hammond
Using scribble gestures to enhance editing behaviors of sketch recognition systems. CHI Extended Abstracts (2012)
Stephanie Valentine, Francisco Vides, George Lucchese, David Turner, Hong-hoe Kim, Wenzhe Li, Julie Linsey, Tracy Hammond
Mechanix: A Sketch-Based Tutoring System for Statics Courses. IAAI (2012)
Wenzhe Li, Tracy Anne Hammond
Recognizing Text Through Sound Alone. AAAI (2011)
Junlong Fang, Wenzhe Li, Guoxin Wang
Experimental Study for Automatic Colony Counting System Based Onimage Processing. CCTA (2) (2008)
Wenzhe Li, Ji-Nan Lin, Rolf Unbehauen
Wavelet based Nonlinear Image Enhancement for Gaussian and Uniform Noise. ICIP (1) (1998)
Wenzhe Li, Ji-Nan Lin, Rolf Unbehauen
On description of impulsive noise removal using PWL filter model. ICASSP (1997)
Wenzhe Li, Alfred Fettweis
Interpolation filters for 2-D hexagonally sampled signals. Int. J. Circuit Theory Appl. 25 (4) (1997)
Wenzhe Li
Two-dimensional lossless two-port for circularly symmetric digital filtering. ISCAS (1993)
Lizhong Zhu, Wenzhe Li, Alfred Fettweis
Lossy transformation technique applied to the synthesis of multidimensional lossless filters. ISCAS (1993)