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Wenzhe Li
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Journal Articles
- 2024
- [j20]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: 422-435 (2024) - [j19]Huan Liu
, Shiyong Li
, Wenzhe Li, Wei Sun
:
A Distributed Resource Sharing Mechanism in Edge-Enabled IIoT Systems. IEEE Internet Things J. 11(8): 14296-14312 (2024) - [j18]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): 342-357 (2024) - [j17]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): 805-840 (2024) - 2023
- [j16]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): 3807-3823 (2023) - [j15]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: 103528 (2023) - [j14]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): 741-750 (2023) - [j13]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) - [j12]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): 941-956 (2023) - 2022
- [j11]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): 2341-2355 (2022) - [j10]Wenzhe Li, Yanxin Yuan
, Yuan-Peng Zhang
, Ying Luo
:
Unblurring ISAR Imaging for Maneuvering Target Based on UFGAN. Remote. Sens. 14(20): 5270 (2022) - 2021
- [j9]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): 749-760 (2021) - 2020
- [j8]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: 106474 (2020) - [j7]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: 103228 (2020) - 2019
- [j6]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: 183-192 (2019) - 2018
- [j5]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: 76909-76923 (2018) - 2016
- [j4]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): 329-335 (2016) - 2014
- [j3]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): 7195-7204 (2014) - 2013
- [j2]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): 55-66 (2013) - 1997
- [j1]Wenzhe Li, Alfred Fettweis:
Interpolation filters for 2-D hexagonally sampled signals. Int. J. Circuit Theory Appl. 25(4): 259-277 (1997)
Conference and Workshop Papers
- 2024
- [c29]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 - [c28]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: 1-3 - 2023
- [c27]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: 10843-10851 - 2022
- [c26]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 - [c25]Wenzhe Li, Nikolaos Aletras:
Improving Graph-Based Text Representations with Character and Word Level N-grams. AACL/IJCNLP (2) 2022: 228-233 - [c24]Wenzhe Li, Zirui Zhu, Tianchi Huang, Lifeng Sun, Chun Yuan:
Federated Knowledge Transfer for Heterogeneous Visual Models. MMAsia 2022: 5:1-5:7 - [c23]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 - 2021
- [c22]Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon:
Estimating High Order Gradients of the Data Distribution by Denoising. NeurIPS 2021: 25359-25369 - [c21]Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang:
Offline Reinforcement Learning with Reverse Model-based Imagination. NeurIPS 2021: 29420-29432 - [c20]Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck:
Tractable computation of expected kernels. UAI 2021: 1163-1173 - 2018
- [c19]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: 1-3 - [c18]Yu Shang, Bingli Guo, Wenzhe Li, Yu Zhou, Xin Li, Shanguo Huang:
Optical Circuit Switching Enabled Reconfigurable HPC Network for Traffic Pattern. OFC 2018: 1-3 - 2017
- [c17]Cuicui Dong, Huifang Du, Yaru Du, Ying Chen, Wenzhe Li, Ming Zhao:
Path-Based Learning for Plant Domain Knowledge Graph. CCKS 2017: 7-17 - 2016
- [c16]Yuan Shi, Wenzhe Li, Fei Sha:
Metric Learning for Ordinal Data. AAAI 2016: 2030-2036 - [c15]Wenzhe Li, Sungjin Ahn, Max Welling:
Scalable MCMC for Mixed Membership Stochastic Blockmodels. AISTATS 2016: 723-731 - [c14]Richard Bormann, Florian Jordan, Wenzhe Li, Joshua Hampp, Martin Hägele:
Room segmentation: Survey, implementation, and analysis. ICRA 2016: 1019-1026 - [c13]Ismail El-Helw, Rutger F. H. Hofman, Wenzhe Li, Sungjin Ahn, Max Welling, Henri E. Bal:
Scalable Overlapping Community Detection. IPDPS Workshops 2016: 1463-1472 - [c12]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: 1-4 - 2015
- [c11]David C. Kale, Zhengping Che, Mohammad Taha Bahadori, Wenzhe Li, Yan Liu, Randall C. Wetzel:
Causal Phenotype Discovery via Deep Networks. AMIA 2015 - [c10]Zhengping Che
, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Yan Liu:
Deep Computational Phenotyping. KDD 2015: 507-516 - 2013
- [c9]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: 674-681 - 2012
- [c8]Wenzhe Li, Tracy Hammond
:
Using scribble gestures to enhance editing behaviors of sketch recognition systems. CHI Extended Abstracts 2012: 2213-2218 - [c7]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: 2253-2260 - 2011
- [c6]Wenzhe Li, Tracy Anne Hammond:
Recognizing Text Through Sound Alone. AAAI 2011: 1481-1486 - 2008
- [c5]Junlong Fang, Wenzhe Li, Guoxin Wang:
Experimental Study for Automatic Colony Counting System Based Onimage Processing. CCTA (2) 2008: 1061-1066 - 1998
- [c4]Wenzhe Li, Ji-Nan Lin, Rolf Unbehauen:
Wavelet based Nonlinear Image Enhancement for Gaussian and Uniform Noise. ICIP (1) 1998: 550-554 - 1997
- [c3]Wenzhe Li, Ji-Nan Lin, Rolf Unbehauen:
On description of impulsive noise removal using PWL filter model. ICASSP 1997: 2801-2804 - 1993
- [c2]Wenzhe Li:
Two-dimensional lossless two-port for circularly symmetric digital filtering. ISCAS 1993: 910-913 - [c1]Lizhong Zhu, Wenzhe Li, Alfred Fettweis:
Lossy transformation technique applied to the synthesis of multidimensional lossless filters. ISCAS 1993: 926-929
Parts in Books or Collections
- 2017
- [p1]Zhengping Che, Sanjay Purushotham, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Robinder G. Khemani, Yan Liu:
Time Series Feature Learning with Applications to Health Care. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 389-409
Informal and Other Publications
- 2024
- [i12]Wenzhe Li, Zihan Ding, Seth Karten, Chi Jin:
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning. CoRR abs/2406.02081 (2024) - [i11]Jiawei Ge, Yuanhao Wang, Wenzhe Li, Chi Jin:
Towards Principled Superhuman AI for Multiplayer Symmetric Games. CoRR abs/2406.04201 (2024) - 2023
- [i10]Wenzhe Li, Hao Luo
, Zichuan Lin, Chongjie Zhang, Zongqing Lu, Deheng Ye:
A Survey on Transformers in Reinforcement Learning. CoRR abs/2301.03044 (2023) - 2022
- [i9]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 abs/2202.04478 (2022) - [i8]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 abs/2203.08949 (2022) - [i7]Wenzhe Li, Nikolaos Aletras:
Improving Graph-Based Text Representations with Character and Word Level N-grams. CoRR abs/2210.05999 (2022) - [i6]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 abs/2212.01105 (2022) - 2021
- [i5]Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck:
Tractable Computation of Expected Kernels by Circuits. CoRR abs/2102.10562 (2021) - [i4]Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang:
Offline Reinforcement Learning with Reverse Model-based Imagination. CoRR abs/2110.00188 (2021) - [i3]Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon:
Estimating High Order Gradients of the Data Distribution by Denoising. CoRR abs/2111.04726 (2021) - 2017
- [i2]Wenzhe Li, Dong Guo, Greg Ver Steeg, Aram Galstyan:
Unifying Local and Global Change Detection in Dynamic Networks. CoRR abs/1710.03035 (2017) - 2015
- [i1]Wenzhe Li, Sungjin Ahn, Max Welling:
Scalable MCMC for Mixed Membership Stochastic Blockmodels. CoRR abs/1510.04815 (2015)
Coauthor Index
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