Xiaocan Li

30 papers A* 4B 3Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
AFFS: Adaptive Fast Frequency Selection Algorithm for Deep Learning Feature Extraction.
IEEE Trans. Knowl. Data Eng.
Xiaocan Li, Kun Xie, Zilong He, Jigang Wen, Jiannong Cao, Guangxing Zhang, Gaogang Xie, Wei Liang
2025 J jnl
A-3PO: Accelerating Asynchronous LLM Training with Staleness-aware Proximal Policy Approximation.
CoRR
Xiaocan Li, Shiliang Wu, Zheng Shen
2025 B conf
HDDI: A Historical Data-Based Diffusion Imputation Method for High-Accuracy Recovery in Sparse Mobile Crowd Sensing with High Missing Rate and Long-Term Gap.
IWQoS
Yu Liu, Xiaocan Li, Kun Xie, Jigang Wen, Yuxiang Chen, Wei Liang, Quan Feng, Gaogang Xie
2025 J jnl
J-Tucker: Joint Compression Scheme for Efficient Deployment of Multi-Task Deep Learning Models on Edge Devices.
IEEE Netw.
Jigang Wen, Xiaocan Li, Kun Xie, Wei Liang, Gaogang Xie
2025 A* conf
Joint Neural Matrix Completion for Multi-Attribute Mobile Crowd Sensing.
INFOCOM
Xiaocan Li, Kun Xie, Jigang Wen, Guangxing Zhang, Wei Liang, Gaogang Xie, Kenli Li
2025 J jnl
Network Monitoring Data Recovery Based on Flexible Bi-Directional Model.
IEEE Trans. Netw. Sci. Eng.
Qixue Lin, Xiaocan Li, Kun Xie, Jigang Wen, Shiming He, Gaogang Xie, Xiaopeng Fan, Quan Feng
2025 J jnl
Neural Network Compression Based on Tensor Ring Decomposition.
IEEE Trans. Neural Networks Learn. Syst.
Kun Xie, Can Liu, Xin Wang, Xiaocan Li, Gaogang Xie, Jigang Wen, Kenli Li
2025 J jnl
Tensor Factorization for Accurate Anomaly Detection in Dynamic Networks.
IEEE Trans. Sustain. Comput.
Xiaocan Li, Jigang Wen, Kun Xie, Gaogang Xie, Wei Liang
2024 J jnl
A Light-Weight and Robust Tensor Convolutional Autoencoder for Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Jigang Wen
2024 J jnl
Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control.
CoRR
Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2024 J jnl
HPETC: History Priority Enhanced Tensor Completion for Network Distance Measurement.
IEEE Trans. Parallel Distributed Syst.
Cheng Wang, Kun Xie, Jiazheng Tian, Jigang Wen, Xiaocan Li, Gaogang Xie, Kenli Li
2024 J jnl
Multi-hop Upstream Preemptive Traffic Signal Control with Deep Reinforcement Learning.
CoRR
Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2023 J jnl
Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection.
IEEE Trans. Parallel Distributed Syst.
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Hongbo Jiang, Jigang Wen
2023 — conf
Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization.
ITSC
Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai
2023 J jnl
Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization.
CoRR
Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai
2023 J jnl
Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction.
CoRR
Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai
2023 J jnl
Tripartite Graph Aided Tensor Completion For Sparse Network Measurement.
IEEE Trans. Parallel Distributed Syst.
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Jigang Wen
2022 J jnl
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing.
IEEE Internet Things J.
Xiaocan Li, Kun Xie, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Jigang Wen
2022 B conf
Order-preserved Tensor Completion For Accurate Network-wide Monitoring.
IWQoS
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Dafang Zhang, Jigang Wen
2021 — conf
Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction.
ITSC
Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai
2020 J jnl
Quick and Accurate False Data Detection in Mobile Crowd Sensing.
IEEE/ACM Trans. Netw.
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Dongliang Xie, Zhenyu Li, Jigang Wen, Zulong Diao, Tian Wang
2019 — conf
Active Sparse Mobile Crowd Sensing Based on Matrix Completion.
SIGMOD Conference
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang
2019 J jnl
FameSVD: Fast and Memory-efficient Singular Value Decomposition.
CoRR
Xiaocan Li, Shuo Wang, Yinghao Cai
2019 — conf
Learning Category-level Implicit 3D Rotation Representations for 6D Pose Estimation from RGB Images.
ROBIO
Xiaocan Li, Yinghao Cai, Shuo Wang, Tao Lu
2019 A* conf
Online Internet Anomaly Detection With High Accuracy: A Fast Tensor Factorization Solution.
INFOCOM
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Jigang Wen, Guangxing Zhang, Zheng Qin
2019 A* conf
Quick and Accurate False Data Detection in Mobile Crowd Sensing.
INFOCOM
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Dongliang Xie, Zhenyu Li, Jigang Wen, Zulong Diao
2019 B conf
Terabyte-scale Particle Data Analysis: An ArrayUDF Case Study.
SSDBM
Bin Dong, Patrick Kilian, Xiaocan Li, Fan Guo, Suren Byna, Kesheng Wu
2018 A* conf
Graph based Tensor Recovery for Accurate Internet Anomaly Detection.
INFOCOM
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang
2018 J jnl
On-Line Anomaly Detection With High Accuracy.
IEEE/ACM Trans. Netw.
Kun Xie, Xiaocan Li, Xin Wang, Jiannong Cao, Gaogang Xie, Jigang Wen, Dafang Zhang, Zheng Qin
2017 J jnl
Fast Tensor Factorization for Accurate Internet Anomaly Detection.
IEEE/ACM Trans. Netw.
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Dafang Zhang