Wenzhe Li

81 papers A* 12A 2C 3Misc 2Journal 47Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
AIBench: Towards trustworthy evaluation under the 45°law.
Displays
Zicheng Zhang, Junying Wang, Yijin Guo, Farong Wen, Zijian Chen, Hanqing Wang, Wenzhe Li, Lu Sun, Yingjie Zhou, Jianbo Zhang, Bowen Yan, Ziheng Jia, Jiahao Xiao, Yuan Tian, Xiangyang Zhu, Kaiwei Zhang, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Qi Jia, Guangtao Zhai
2026 J jnl
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?
Trans. Mach. Learn. Res.
Wenzhe Li, Yong Lin, Mengzhou Xia, Chi Jin
2026 J jnl
SIQA: Toward Reliable Scientific Image Quality Assessment.
CoRR
Wenzhe Li, Liang Chen, Junying Wang, Yijin Guo, Ye Shen, Farong Wen, Chunyi Li, Zicheng Zhang, Guangtao Zhai
2025 J jnl
A Novel Lattice-Based Fault Injection Attack Targeting the Nonce in the SM2 Digital Signature Algorithm.
ACM Trans. Embed. Comput. Syst.
Cuiping Shao, Wenzhe Li, Huiyun Li, Zhimin Tang, Jianing Liang
2025 J jnl
AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following.
CoRR
Yun He, Wenzhe Li, Hejia Zhang, Songlin Li, Karishma Mandyam, Sopan Khosla, Yuanhao Xiong, Nanshu Wang, Xiaoliang Peng, Beibin Li, Shengjie Bi, Shishir G. Patil, Qi Qi, Shengyu Feng, Julian Katz-Samuels, Richard Yuanzhe Pang, Sujan Gonugondla, Hunter Lang, Yue Yu, Yundi Qian, Maryam Fazel-Zarandi, Licheng Yu, Amine Benhalloum, Hany Awadalla, Manaal Faruqui
2025 J jnl
Affordance Benchmark for MLLMs.
CoRR
Junying Wang, Wenzhe Li, Yalun Wu, Yingji Liang, Yijin Guo, Chunyi Li, Haodong Duan, Zicheng Zhang, Guangtao Zhai
2025 — conf
Demonstration of Nanoseconds Reconfigurable All-Optical Switching Network for Distributed Deep Learning.
ECOC
Xianchen Wu, Daohang Dang, Xiangfei Chen, Bingli Guo, Shikui Shen, Zihan Qiu, Yuanzhi Guo, Changsheng Yang, Yisong Zhao, Wenzhe Li, Shanguo Huang, Xuwei Xue
2025 J jnl
Edge bank: a novel resource pricing and management system for edge service provider.
J. Supercomput.
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
2025 J jnl
Hierarchical Quantized Diffusion Based Tree Generation Method for Hierarchical Representation and Lineage Analysis.
CoRR
Zelin Zang, Wenzhe Li, Fei Chen, Yongjie Xu, Chang Yu, Zhen Lei, Stan Z. Li
2025 J jnl
LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra.
CoRR
Seth Karten, Wenzhe Li, Zihan Ding, Samuel Kleiner, Yu Bai, Chi Jin
2025 A* conf
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations.
ICML
Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang
2025 J jnl
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations.
CoRR
Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang
2025 J jnl
MUSIC: MUlti-Step Instruction Contrast for Multi-Turn Reward Models.
CoRR
Wenzhe Li, Shujian Zhang, Wenxuan Zhou, John Lambert, Chi Jin, Andrew Hard, Rajiv Mathews, Lun Wang
2025 J jnl
Q-Mirror: Unlocking the Multi-Modal Potential of Scientific Text-Only QA Pairs.
CoRR
Junying Wang, Zicheng Zhang, Ye Shen, Yalun Wu, Yingji Liang, Yijin Guo, Farong Wen, Wenzhe Li, Xuezhi Zhao, Qi Jia, Guangtao Zhai
2025 J jnl
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?
CoRR
Wenzhe Li, Yong Lin, Mengzhou Xia, Chi Jin
2025 A* conf
Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games.
ICML
Jiawei Ge, Yuanhao Wang, Wenzhe Li, Chi Jin
2025 J jnl
The Ever-Evolving Science Exam.
CoRR
Junying Wang, Zicheng Zhang, Yijin Guo, Farong Wen, Ye Shen, Yingji Liang, Yalun Wu, Wenzhe Li, Chunyi Li, Zijian Chen, Qi Jia, Guangtao Zhai
2025 J jnl
Tiered-Pricing-Based Task Offloading Strategy in Collaborative Edge-Cloud Computing: A Matching Game Approach.
IEEE Internet Things J.
Shiyong Li, Wenzhe Li, Huan Liu, Wei Sun
2024 J jnl
A Distributed Resource Sharing Mechanism in Edge-Enabled IIoT Systems.
IEEE Internet Things J.
Huan Liu, Shiyong Li, Wenzhe Li, Wei Sun
2024 — conf
Accelerate Distributed Deep Learning with a Fast Reconfigurable Optical Network.
OFC
Wenzhe Li, Guojun Yuan, Zhan Wang, Guangming Tan, Peiheng Zhang, George N. Rouskas
2024 J jnl
Efficient decentralized optimization for edge-enabled smart manufacturing: A federated learning-based framework.
Future Gener. Comput. Syst.
Huan Liu, Shiyong Li, Wenzhe Li, Wei Sun
2024 J jnl
Fast and scalable all-optical network architecture for distributed deep learning.
J. Opt. Commun. Netw.
Wenzhe Li, Guojun Yuan, Zhan Wang, Guangming Tan, Peiheng Zhang, George N. Rouskas
2024 — conf
Fast-tunable Graphene-based AWGR for Deep Learning Training Networks.
HotOptics@SIGCOMM
Shicheng Zhang, Xuwei Xue, Bingli Guo, Yixuan Li, Wenzhe Li, Shikui Shen, Haoze Qian, Xiaojie Yin, Buzheng Wei, Guojun Yuan, Xiongyan Tang, Shanguo Huang
2024 A* conf
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning.
ICML
Wenzhe Li, Zihan Ding, Seth Karten, Chi Jin
2024 J jnl
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning.
CoRR
Wenzhe Li, Zihan Ding, Seth Karten, Chi Jin
2024 J jnl
Non-Convex Optimization of Resource Allocation in Fog Computing Using Successive Approximation.
J. Syst. Sci. Complex.
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
2024 J jnl
Towards Principled Superhuman AI for Multiplayer Symmetric Games.
CoRR
Jiawei Ge, Yuanhao Wang, Wenzhe Li, Chi Jin
2023 J jnl
A Novel Methodology for Lens Matching in Compact Lens Module Assembly.
IEEE Trans Autom. Sci. Eng.
Wenzhe Li, Xiaodong Jia, Yuan-Ming Hsu, Chen-Hung Liao, Yunfei Wang, Mong-Tung Lin, Jay Lee
2023 J jnl
A Survey on Transformers in Reinforcement Learning.
CoRR
Wenzhe Li, Hao Luo, Zichuan Lin, Chongjie Zhang, Zongqing Lu, Deheng Ye
2023 J jnl
A Survey on Transformers in Reinforcement Learning.
Trans. Mach. Learn. Res.
Wenzhe Li, Hao Luo, Zichuan Lin, Chongjie Zhang, Zongqing Lu, Deheng Ye
2023 J jnl
An Optimization Framework for Migrating and Deploying Multiclass Enterprise Applications Into the Cloud.
IEEE Trans. Serv. Comput.
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
2023 A* conf
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery.
AAAI
Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang
2023 J jnl
Nonconvex resource allocation for inelastic enterprise applications deployment into the cloud via particle swarm optimization.
J. Intell. Fuzzy Syst.
Shiyong Li, Wenzhe Li, Wei Sun, Jia Liu
2023 J jnl
Optimal cross-layer resource allocation in fog computing: A market-based framework.
J. Netw. Comput. Appl.
Shiyong Li, Huan Liu, Wenzhe Li, Wei Sun
2022 J jnl
A closed-loop intelligent adjustment of process parameters in precise and micro hot-embossing using an in-process optic detection.
J. Intell. Manuf.
Kuo Lu, Jin Xie, Risen Wang, Lei Li, Wenzhe Li, Yuning Jiang
2022 — conf
Federated Knowledge Transfer for Heterogeneous Visual Models.
MMAsia
Wenzhe Li, Zirui Zhu, Tianchi Huang, Lifeng Sun, Chun Yuan
2022 J jnl
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery.
CoRR
Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang
2022 — conf
Improving Graph-Based Text Representations with Character and Word Level N-grams.
AACL/IJCNLP (2)
Wenzhe Li, Nikolaos Aletras
2022 J jnl
Improving Graph-Based Text Representations with Character and Word Level N-grams.
CoRR
Wenzhe Li, Nikolaos Aletras
2022 A* conf
LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning.
NeurIPS
Xi Chen, Ali Ghadirzadeh, Tianhe Yu, Jianhao Wang, Alex Yuan Gao, Wenzhe Li, Liang Bin, Chelsea Finn, Chongjie Zhang
2022 J jnl
Latent-Variable Advantage-Weighted Policy Optimization for Offline RL.
CoRR
Xi Chen, Ali Ghadirzadeh, Tianhe Yu, Yuan Gao, Jianhao Wang, Wenzhe Li, Bin Liang, Chelsea Finn, Chongjie Zhang
2022 A* conf
Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.
ICLR
Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
2022 J jnl
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL.
CoRR
Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
2022 J jnl
Unblurring ISAR Imaging for Maneuvering Target Based on UFGAN.
Remote. Sens.
Wenzhe Li, Yanxin Yuan, Yuan-Peng Zhang, Ying Luo
2021 A* conf
Estimating High Order Gradients of the Data Distribution by Denoising.
NeurIPS
Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon
2021 J jnl
Estimating High Order Gradients of the Data Distribution by Denoising.
CoRR
Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon
2021 J jnl
Evaluating Feature Selection and Anomaly Detection Methods of Hard Drive Failure Prediction.
IEEE Trans. Reliab.
Qibo Yang, Xiaodong Jia, Xiang Li, Jianshe Feng, Wenzhe Li, Jay Lee
2021 A* conf
Offline Reinforcement Learning with Reverse Model-based Imagination.
NeurIPS
Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang
2021 J jnl
Offline Reinforcement Learning with Reverse Model-based Imagination.
CoRR
Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang
2021 J jnl
Tractable Computation of Expected Kernels by Circuits.
CoRR
Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck
2021 A conf
Tractable computation of expected kernels.
UAI
Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck
2020 J jnl
A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization.
Comput. Ind.
Haoshu Cai, Jianshe Feng, Qibo Yang, Wenzhe Li, Xiang Li, Jay Lee
2020 J jnl
Similarity-based Particle Filter for Remaining Useful Life prediction with enhanced performance.
Appl. Soft Comput.
Haoshu Cai, Jianshe Feng, Wenzhe Li, Yuan-Ming Hsu, Jay Lee
2019 J jnl
A large-scale nesting ring multi-chip architecture for manycore processor systems.
Opt. Switch. Netw.
Wenzhe Li, Bingli Guo, Xin Li, Yu Zhou, Shanguo Huang, George N. Rouskas
2018 — conf
Optical Circuit Switching Enabled Reconfigurable HPC Network for Traffic Pattern.
OFC
Yu Shang, Bingli Guo, Wenzhe Li, Yu Zhou, Xin Li, Shanguo Huang
2018 — conf
Survivable Multipath RSA of Anycast Traffic in CDN Against Multiple Node Failures.
ECOC
Shan Yin, Shijia Guo, Wenzhe Li, Bao Wang, Yu Shang, Shanguo Huang
2018 J jnl
Survivable Multipath Virtual Network Embedding Against Multiple Failures for SDN/NFV.
IEEE Access
Shan Yin, Shanguo Huang, Hao Liu, Bingli Guo, Tao Gao, Wenzhe Li
2017 — conf
Path-Based Learning for Plant Domain Knowledge Graph.
CCKS
Cuicui Dong, Huifang Du, Yaru Du, Ying Chen, Wenzhe Li, Ming Zhao
2017 — ch.
Time Series Feature Learning with Applications to Health Care.
Mobile Health - Sensors, Analytic Methods, and Applications
Zhengping Che, Sanjay Purushotham, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Robinder G. Khemani, Yan Liu
2017 J jnl
Unifying Local and Global Change Detection in Dynamic Networks.
CoRR
Wenzhe Li, Dong Guo, Greg Ver Steeg, Aram Galstyan
2016 J jnl
Experimental demonstration of software-defined optical network for heterogeneous packet and optical networks.
Photonic Netw. Commun.
Yu Zhou, Shan Yin, Bingli Guo, Haibin Huang, Wenzhe Li, Min Zhang, Shanguo Huang
2016 A* conf
Metric Learning for Ordinal Data.
AAAI
Yuan Shi, Wenzhe Li, Fei Sha
2016 A* conf
Room segmentation: Survey, implementation, and analysis.
ICRA
Richard Bormann, Florian Jordan, Wenzhe Li, Joshua Hampp, Martin Hägele
2016 A conf
Scalable MCMC for Mixed Membership Stochastic Blockmodels.
AISTATS
Wenzhe Li, Sungjin Ahn, Max Welling
2016 — conf
Scalable Overlapping Community Detection.
IPDPS Workshops
Ismail El-Helw, Rutger F. H. Hofman, Wenzhe Li, Sungjin Ahn, Max Welling, Henri E. Bal
2016 — conf
Survivable virtual optical network mapping in elastic optical networks with shared backup path protection.
WOCC
Yuyu Wang, Xin Li, Bingli Guo, Tao Gao, Wenzhe Li, Shanguo Huang
2015 Misc conf
Causal Phenotype Discovery via Deep Networks.
AMIA
David C. Kale, Zhengping Che, Mohammad Taha Bahadori, Wenzhe Li, Yan Liu, Randall C. Wetzel
2015 A* conf
Deep Computational Phenotyping.
KDD
Zhengping Che, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Yan Liu
2015 J jnl
Scalable MCMC for Mixed Membership Stochastic Blockmodels.
CoRR
Wenzhe Li, Sungjin Ahn, Max Welling
2014 J jnl
Characterization and Identification of IR-UWB Respiratory-Motion Response of Trapped Victims.
IEEE Trans. Geosci. Remote. Sens.
Hao Lv, Wenzhe Li, Zhao Li, Yang Zhang, Teng Jiao, Huijun Xue, Miao Liu, XiJing Jing, Jianqi Wang
2013 — conf
Human Detection Algorithm Based on Bispectrum Analysis for IR-UWB Radar.
ISNN (1)
Miao Liu, Sheng Li, Hao Lv, Ying Tian, Guohua Lu, Yang Zhang, Zhao Li, Wenzhe Li, XiJing Jing, Jianqi Wang
2013 J jnl
Mechanix: A Sketch-Based Tutoring and Grading System for Free-Body Diagrams.
AI Mag.
Stephanie Valentine, Francisco Vides, George Lucchese, David Turner, Hong-hoe Kim, Wenzhe Li, Julie Linsey, Tracy Hammond
2012 C conf
Mechanix: A Sketch-Based Tutoring System for Statics Courses.
IAAI
Stephanie Valentine, Francisco Vides, George Lucchese, David Turner, Hong-hoe Kim, Wenzhe Li, Julie Linsey, Tracy Hammond
2012 — conf
Using scribble gestures to enhance editing behaviors of sketch recognition systems.
CHI Extended Abstracts
Wenzhe Li, Tracy Hammond
2011 A* conf
Recognizing Text Through Sound Alone.
AAAI
Wenzhe Li, Tracy Anne Hammond
2008 — conf
Experimental Study for Automatic Colony Counting System Based Onimage Processing.
CCTA (2)
Junlong Fang, Wenzhe Li, Guoxin Wang
1998 — conf
Wavelet based Nonlinear Image Enhancement for Gaussian and Uniform Noise.
ICIP (1)
Wenzhe Li, Ji-Nan Lin, Rolf Unbehauen
1997 J jnl
Interpolation filters for 2-D hexagonally sampled signals.
Int. J. Circuit Theory Appl.
Wenzhe Li, Alfred Fettweis
1997 Misc conf
On description of impulsive noise removal using PWL filter model.
ICASSP
Wenzhe Li, Ji-Nan Lin, Rolf Unbehauen
1993 C conf
Lossy transformation technique applied to the synthesis of multidimensional lossless filters.
ISCAS
Lizhong Zhu, Wenzhe Li, Alfred Fettweis
1993 C conf
Two-dimensional lossless two-port for circularly symmetric digital filtering.
ISCAS
Wenzhe Li