Liang Luo

129 papers A* 6A 2B 2C 2Misc 3Journal 74Unranked 39
YearRankTypeTitle / Venue / Authors
2026 A* conf
Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning.
AAAI
Yuming Qiao, Liang Luo, Dan Meng, Yifan Yang, Qingyuan Wang, Juntuo Wang, Yuwei Zhang, Ru Zhen, Yanhao Zhang, Haonan Lu, Xudong Zhang
2026 — conf
Bloom & Breathe: Exploring Multimodal Olfactory Interventions for In-Car Road Rage Regulation.
CHI Extended Abstracts
Sicheng Xiao, Yu Gu, Liang Luo, Fuji Ren
2026 J jnl
Implicit Turn-Wise Policy Optimization for Proactive User-LLM Interaction.
CoRR
Haoyu Wang, Yuxin Chen, Liang Luo, Buyun Zhang, Ellie Dingqiao Wen, Pan Li
2026 — conf
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.
KDD (1)
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 J jnl
Optimal aborting and voting policy in shock-exposed weighted voting systems.
Reliab. Eng. Syst. Saf.
Liang Luo, Liudong Xing, Gregory Levitin
2026 J jnl
Optimal mission aborting under imperfect shock detection.
Reliab. Eng. Syst. Saf.
Liang Luo, Liudong Xing, Gregory Levitin
2026 A* conf
Unveiling Road Rage Dynamics: Recreating and Modeling Road Rage in Audiovisual and Simulating Environments Based on Real-World Footage.
CHI
Yu Gu, Chenhao Gao, Yibing Weng, Chengzhi Wang, Liang Luo, Fuji Ren
2025 J jnl
A Semi-Convergent Stage-Wise Framework with Provable Global Convergence for Adaptive Total Variation Regularization.
CoRR
Liang Luo, Lei Zhang
2025 J jnl
Co-Dance With Ambiguity: An Ambiguity-Aware Facial Expression Recognition Framework for More Robustness.
IEEE Trans. Circuits Syst. Video Technol.
Xinran Cao, Liang Luo, Yu Gu, Fuji Ren
2025 J jnl
Construction of the Veterinary DrugBank and Drug Repurposing.
J. Chem. Inf. Model.
Qingyan Tian, Daozhong Wang, Yanfei Zhang, Yingge Zheng, Liang Luo, Zhiyuan Huang, Jiawei Li, Fan Wang, Dengguo Wei
2025 J jnl
DECK: Experiences on Delta Checkpointing for Industrial Recommendation Systems.
Proc. VLDB Endow.
Xin Gao, Sibasish Acharya, Sihui Han, Yongxiong Ren, Yanli Zhao, Liang Luo, Chucheng Wang, Pradeep Fernando, Saurabh Mishra, Siqi Yan, Yicong Du, Elzbieta Krepska, Intaik Park, Min Ni, Qunshu Zhang, Shen Li
2025 J jnl
Exploring the Effects of Traditional Chinese Medicine Scents on Mitigating Driving Fatigue.
CoRR
Nengyue Su, Liang Luo, Yu Gu, Fuji Ren
2025 J jnl
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation.
CoRR
Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Yinbin Ma, Shuaiwen Wang, Sihan Zeng, Tongyi Tang, Xiaohan Wei, Longhao Jin, Jamey Zhang, Marcus Chen, Jiayi Zhang, Angie Huang, Chi Zhang, Zhengli Zhao, Jared Yang, Qiang Jin, Xian Chen, Amit Anand Amlesahwaram, Lexi Song, Liang Luo, Yuchen Hao, Nan Xiao, Yavuz Yetim, Luoshang Pan, Gaoxiang Liu, Yuxi Hu, Yuzhen Huang, Jackie Xu, Rich Zhu, Xin Zhang, Yiqun Liu, Hang Yin, Yuxin Chen, Buyun Zhang, Xiaoyi Liu, Xingyuan Wang, Wenguang Mao, Zhijing Li, Qin Huang, Chonglin Sun, Shupin Mao, Benjamin Au, Jingzheng Qin, Peggy Yao, Jae-Woo Choi, Bin Gao, Ernest Wang, Lei Zhang, Wen-Yen Chen, Ted Lee, Jay Zha, Yi Meng, Alex Gong, Edison Gao, Alireza Vahdatpour, Yiping Han, Yantao Yao, Toshinari Kureha, Shuo Chang, Musharaf Sultan, John Bocharov, Sagar Chordia, Xiaorui Gan, Peng Sun, Rocky Liu, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li
2025 — conf
Fault Tolerant and Intelligent Reliability Assurance in Cloud-Edge Systems.
DSA
Zhihan Xiong, Sa Meng, Shen Yao, Liang Luo
2025 J jnl
Flotation Condition Recognition of Zinc Based on Weighted Naive Bayes Considering Multiple Relationship.
IEEE Trans. Instrum. Meas.
Cheng Peng, Liang Luo, Zhaohui Tang, Weihua Gui
2025 J jnl
Hierarchical placement of short videos in interactive edge computing environments based on popularity prediction.
J. Syst. Softw.
Liang Luo, Quankun Luo, Sa Meng
2025 J jnl
Hybrid Architectures for Language Models: Systematic Analysis and Design Insights.
CoRR
Sangmin Bae, Bilge Acun, Haroun Habeeb, Seungyeon Kim, Chien-Yu Lin, Liang Luo, Junjie Wang, Carole-Jean Wu
2025 J jnl
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.
CoRR
Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Chengze Fan, Dong Liang, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Sihan Zeng, Siyang Yuan, Tongyi Tang, Weilin Zhang, Wenjun Wang, Xi Liu, Xiaohan Wei, Xiaozhen Xia, Yuchen Hao, Yunlong He, Yasmine Badr, ZeLiang Chen, Maxim Naumov, Yantao Yao, Wenlin Chen, Santanu Kolay, GP Musumeci, Ellie Dingqiao Wen
2025 J jnl
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models.
Trans. Mach. Learn. Res.
Weixin Liang, Lili Yu, Liang Luo, Srini Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Wen-tau Yih, Luke Zettlemoyer, Xi Victoria Lin
2025 J jnl
Phantora: Live GPU Cluster Simulation for Machine Learning System Performance Estimation.
CoRR
Jianxing Qin, Jingrong Chen, Xinhao Kong, Yongji Wu, Liang Luo, Zhaodong Wang, Ying Zhang, Tingjun Chen, Alvin R. Lebeck, Danyang Zhuo
2025 — conf
Research on Training and Deployment Approaches for Large Language Models Enabled by Cloud-Edge Collaboration.
DSA
Sa Meng, Liang Luo, Xiwei Qiu
2025 — conf
Research on the Reliability of Cloud Edge Collaboration System for AI Applications.
DSA
Liang Luo, Sa Meng, Xiwei Qiu
2025 J jnl
SOD-Net: A Small Ship Object Detection Network for SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Junpeng Ai, Liang Luo, Shijie Wang, Liandong Hao
2025 J jnl
SSG-Dit: A Spatial Signal Guided Framework for Controllable Video Generation.
CoRR
Peng Hu, Yu Gu, Liang Luo, Fuji Ren
2025 — conf
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit.
ACL (1)
Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2025 J jnl
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit.
CoRR
Huixue Zhou, Hengrui Gu, Xi Liu, Kaixiong Zhou, Mingfu Liang, Yongkang Xiao, Srinivas Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2025 J jnl
YOLOv7_ship algorithm based on feature fusion for small ship detection in optical remote sensing image.
Signal Image Video Process.
Yuqing Xiao, Liang Luo, Zhen Liu, Shijie Wang, Tianyang Wu
2024 J jnl
A Novel Multidimensional Tensile, Shear, and Buckling Sensor for the Measurement of Flexible Fibrous Materials.
Sensors
Liang Luo, George K. Stylios
2024 J jnl
A multidimensional fusion image stereo matching algorithm.
IET Image Process.
Zhenhua Quan, Liang Luo, Bin Wu
2024 J jnl
Algorithmic Information Theory for the Precise Engineering of Flexible Material Mechanics.
Mach. Learn. Knowl. Extr.
Liang Luo, George K. Stylios
2024 J jnl
An Accurate Prediction Method of Human Assembly Motion for Human-Robot Collaboration.
Symmetry
Yangzheng Zhou, Liang Luo, Pengzhong Li
2024 — conf
Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation.
MLSys
Liang Luo, Buyun Zhang, Michael Tsang, Yinbin Ma, Ching-Hsiang Chu, Yuxin Chen, Shen Li, Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Wen, Jongsoo Park, Dheevatsa Mudigere, Maxim Naumov
2024 J jnl
Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large-Scale Recommendation.
CoRR
Liang Luo, Buyun Zhang, Michael Tsang, Yinbin Ma, Ching-Hsiang Chu, Yuxin Chen, Shen Li, Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Dingqiao Wen, Jongsoo Park, Dheevatsa Mudigere, Maxim Naumov
2024 J jnl
EmoTake: Exploring Drivers' Emotion for Takeover Behavior Prediction.
IEEE Trans. Affect. Comput.
Yu Gu, Yibing Weng, Yantong Wang, Meng Wang, Guohang Zhuang, Jinyang Huang, Xiaolan Peng, Liang Luo, Fuji Ren
2024 J jnl
Grade Prediction of Froth Flotation Based on Multistep Fusion Transformer Model.
IEEE Trans. Ind. Informatics
Cheng Peng, Yikun Liu, Yuyao Ouyang, Zhaohui Tang, Liang Luo, Weihua Gui
2024 A conf
K-Face Net: A Two-Stage Framework for Balanced Feature Space in Facial Expression Recognition.
ICME
Zhongzhu Yang, Liang Luo, Yu Gu, Fuji Ren
2024 J jnl
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models.
CoRR
Weixin Liang, Lili Yu, Liang Luo, Srinivasan Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Wen-tau Yih, Luke Zettlemoyer, Xi Victoria Lin
2024 J jnl
MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts.
CoRR
Xi Victoria Lin, Akshat Shrivastava, Liang Luo, Srinivasan Iyer, Mike Lewis, Gargi Ghosh, Luke Zettlemoyer, Armen Aghajanyan
2024 B conf
Occlusion-Aware Visual-Language Model for Occluded Facial Expression Recognition.
IJCNN
Ding Wang, Yu Gu, Liang Luo, Fuji Ren
2024 J jnl
Research on an SICM Scanning Image Resolution Enhancement Algorithm.
Sensors
Zhenhua Quan, Shilin Xu, Xiaobo Liao, Bin Wu, Liang Luo
2024 J jnl
Role of [18F]-PSMA-1007 PET radiomics for seminal vesicle invasion prediction in primary prostate cancer.
Comput. Biol. Medicine
Liang Luo, Xinyi Wang, Hongjun Xie, Hua Liang, Jungang Gao, Yang Li, Yuwei Xia, Mengmeng Zhao, Feng Shi, Cong Shen, Xiaoyi Duan
2024 J jnl
Visual Ship Image Synthesis and Classification Framework Based on Attention-DCGAN.
Int. J. Comput. Intell. Syst.
Yuqing Xiao, Liang Luo, Boxiang Yu, Shengchen Ji
2024 A* conf
Wukong: Towards a Scaling Law for Large-Scale Recommendation.
ICML
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 J jnl
Wukong: Towards a Scaling Law for Large-Scale Recommendation.
CoRR
Buyun Zhang, Liang Luo, Yuxin Chen, Jade Nie, Xi Liu, Daifeng Guo, Yanli Zhao, Shen Li, Yuchen Hao, Yantao Yao, Guna Lakshminarayanan, Ellie Dingqiao Wen, Jongsoo Park, Maxim Naumov, Wenlin Chen
2023 J jnl
A dynamic quantum group blind signature scheme based on four-particle cluster state.
Quantum Inf. Process.
Rongbo Lu, Ju-Xiu Zhong, Yuanquan Shi, Bolin Liao, Liang Luo, Lu Lan
2023 J jnl
An Image Stereo Matching Algorithm with Multi-Spectral Attention Mechanism.
Sensors
Zhenhua Quan, Bin Wu, Liang Luo
2023 J jnl
Analyzing accessibility of car campgrounds through road network structure software in Beijing.
Comput. Electr. Eng.
Liang Luo
2023 — conf
CTW-Net: A Deeper Multiscale Feature Fusion W-Shaped Network for Medical Image Segmentation.
CCIS
Quan Feng, Liang Luo, Xiaoqian Zhang, Yufeng Chen
2023 A conf
Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation.
CIKM
Zheng Hu, Satoshi Nakagawa, Liang Luo, Yu Gu, Fuji Ren
2023 J jnl
Geographically weighted regression with the integration of machine learning for spatial prediction.
J. Geogr. Syst.
Wentao Yang, Min Deng, Jianbo Tang, Liang Luo
2023 J jnl
Identifying the Production-Living-Ecological Functional Structure of Haikou City by Integrating Empirical Knowledge with Multi-Source Data.
ISPRS Int. J. Geo Inf.
Bingbing Zhao, Xiaoyong Tan, Liang Luo, Min Deng, Xuexi Yang
2023 — conf
Optimizing Media Streaming in Edge-Cloud Systems: Leveraging Geography and User Behavior.
QRS Companion
Quankun Luo, Jiawen Deng, Liang Luo
2023 J jnl
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs.
CoRR
Hongjing Huang, Yingtao Li, Jie Sun, Xueying Zhu, Jie Zhang, Liang Luo, Jialin Li, Zeke Wang
2023 J jnl
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs.
IEEE Trans. Parallel Distributed Syst.
Hongjing Huang, Yingtao Li, Jie Sun, Xueying Zhu, Jie Zhang, Liang Luo, Jialin Li, Zeke Wang
2023 — conf
Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models.
MLSys
Daochen Zha, Louis Feng, Liang Luo, Bhargav Bhushanam, Zirui Liu, Yusuo Hu, Jade Nie, Yuzhen Huang, Yuandong Tian, Arun Kejariwal, Xia Hu
2023 J jnl
Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models.
CoRR
Daochen Zha, Louis Feng, Liang Luo, Bhargav Bhushanam, Zirui Liu, Yusuo Hu, Jade Nie, Yuzhen Huang, Yuandong Tian, Arun Kejariwal, Xia Hu
2023 J jnl
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
CoRR
Yanli Zhao, Andrew Gu, Rohan Varma, Liang Luo, Chien-Chin Huang, Min Xu, Less Wright, Hamid Shojanazeri, Myle Ott, Sam Shleifer, Alban Desmaison, Can Balioglu, Bernard Nguyen, Geeta Chauhan, Yuchen Hao, Shen Li
2023 J jnl
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
Proc. VLDB Endow.
Yanli Zhao, Andrew Gu, Rohan Varma, Liang Luo, Chien-Chin Huang, Min Xu, Less Wright, Hamid Shojanazeri, Myle Ott, Sam Shleifer, Alban Desmaison, Can Balioglu, Pritam Damania, Bernard Nguyen, Geeta Chauhan, Yuchen Hao, Ajit Mathews, Shen Li
2023 J jnl
Self-discipline on multiple channels.
CoRR
Jiutian Zhao, Liang Luo, Hao Wang
2023 J jnl
Voting based double-weighted deterministic extreme learning machine model and its application.
Frontiers Neurorobotics
Rongbo Lu, Liang Luo, Bolin Liao
2022 — conf
A Framework and Environment Design of Human-Machine Cooperations in Junior Science Education.
ISSSR
Sa Meng, Liang Luo, Jun Liu, Yuanshun Dai
2022 J jnl
An Electromagnetic Variable Inertance and Damping Seat Suspension With Controllable Circuits.
IEEE Trans. Ind. Electron.
Pengfei Liu, Donghong Ning, Liang Luo, Nong Zhang, Haiping Du
2022 J jnl
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.
CoRR
Buyun Zhang, Liang Luo, Xi Liu, Jay Li, ZeLiang Chen, Weilin Zhang, Xiaohan Wei, Yuchen Hao, Michael Tsang, Wenjun Wang, Yang Liu, Huayu Li, Yasmine Badr, Jongsoo Park, Jiyan Yang, Dheevatsa Mudigere, Ellie Wen
2022 — conf
Diffusion Optimization Algorithm Based on Membrane Calculation.
BIC-TA
Yanbing Zhang, Hao Wang, Liang Luo
2022 J jnl
Joint learning affinity matrix and representation matrix for robust low-rank multi-kernel clustering.
Appl. Intell.
Liang Luo, Qin Liang, Xiaoqian Zhang, Xuqian Xue, Zhigui Liu
2022 — conf
Keynote Speech II: Human-Machine Cooperation in Junior Science Education: Development, Opportunities, and Challenges.
ISSSR
Liang Luo
2022 Misc conf
NetHint: White-Box Networking for Multi-Tenant Data Centers.
NSDI
Jingrong Chen, Hong Zhang, Wei Zhang, Liang Luo, Jeffrey S. Chase, Ion Stoica, Danyang Zhuo
2022 — conf
Research on Soil Moisture Prediction Based on LSTM-Transformer Model.
BIC-TA
Tao Zhou, Yuanxin He, Liang Luo, Shengchen Ji
2022 — conf
SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud.
MLSys
Liang Luo, Peter West, Pratyush Patel, Arvind Krishnamurthy, Luis Ceze
2022 J jnl
Satellite-Based Evidences to Improve Cropland Productivity on the High-Standard Farmland Project Regions in Henan Province, China.
Remote. Sens.
Huimin Yan, Wenpeng Du, Ying Zhou, Liang Luo, Zhong'en Niu
2022 J jnl
Service-Oriented Reliability Modeling and Autonomous Optimization of Reliability for Public Cloud Computing Systems.
IEEE Trans. Reliab.
Sa Meng, Liang Luo, Xiwei Qiu, Yuanshun Dai
2022 A* conf
Software-hardware co-design for fast and scalable training of deep learning recommendation models.
ISCA
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2021 J jnl
Accelerating SpMM Kernel with Cache-First Edge Sampling for Graph Neural Networks.
CoRR
Chien-Yu Lin, Liang Luo, Luis Ceze
2021 — conf
Characterizing and Taming Resolution in Convolutional Neural Networks.
IISWC
Eddie Q. Yan, Liang Luo, Luis Ceze
2021 J jnl
Characterizing and Taming Resolution in Convolutional Neural Networks.
CoRR
Eddie Q. Yan, Liang Luo, Luis Ceze
2021 J jnl
Cloud Collectives: Towards Cloud-aware Collectives forML Workloads with Rank Reordering.
CoRR
Liang Luo, Jacob Nelson, Arvind Krishnamurthy, Luis Ceze
2021 J jnl
High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.
CoRR
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2020 J jnl
A Geometric Accuracy Error Analysis Method for Turn-Milling Combined NC Machine Tool.
Symmetry
Pengzhong Li, Ruihan Zhao, Liang Luo
2020 J jnl
A diffusion algorithm based on P systems for continuous global optimization.
J. Comput. Sci.
Hao Wang, Shunhuai Chen, Liang Luo
2020 — conf
Adaptive Rule Engine for Anomaly Detection in 5G Mobile Edge Computing.
QRS Companion
Peng Sun, Liang Luo, Shangxin Liu, Weifeng Wu
2020 J jnl
An Associative Optimizing Method on Reliability and Cost in Clouds.
IEEE Access
Sa Meng, Yuanshun Dai, Liang Luo, Jie Luo
2020 — conf
PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud.
MLSys
Liang Luo, Peter West, Arvind Krishnamurthy, Luis Ceze, Jacob Nelson
2020 — conf
Reliability Service Assurance in Public Clouds based on Blockchain.
QRS Companion
Sa Meng, Liang Luo, Peng Sun, Yuan Gao
2020 — conf
Robust Multiple Kernel Subspace Clustering Based on Low Rank Consensus Kernel Learning.
EITCE
Qin Liang, Xiaoqian Zhang, Liang Luo
2020 J jnl
Srift: Swift and Thrift Cloud-Based Distributed Training.
CoRR
Liang Luo, Peter West, Arvind Krishnamurthy, Luis Ceze
2020 — —
Towards More Efficient Communication for Distributed Learning Systems.
Liang Luo
2019 B conf
A Performance Modeling Approach for Mobile Cloud System.
WCNC
Han Xu, Liang Luo, Xiwei Qiu, Yanping Xiang
2019 J jnl
A stochastic image denoising method based on adaptive patch-size.
Multidimens. Syst. Signal Process.
Liang Luo, Zhi-Qin Zhao, Xiaoping Li, Xiang-Chu Feng
2019 J jnl
Improving Failure Tolerance in Large-Scale Cloud Computing Systems.
IEEE Trans. Reliab.
Liang Luo, Sa Meng, Xiwei Qiu, Yuanshun Dai
2019 J jnl
Influence of failure propagation on mission abort policy in heterogeneous warm standby systems.
Reliab. Eng. Syst. Saf.
Gregory Levitin, Liudong Xing, Liang Luo
2019 J jnl
Joint optimal checkpointing and rejuvenation policy for real-time computing tasks.
Reliab. Eng. Syst. Saf.
Gregory Levitin, Liudong Xing, Liang Luo
2019 J jnl
Optimizing dynamic survivability and security of replicated data in cloud systems under co-residence attacks.
Reliab. Eng. Syst. Saf.
Liang Luo, Liudong Xing, Gregory Levitin
2019 — conf
Physarum-Based Ant Colony Optimization for Graph Coloring Problem.
ICSI (1)
Lingyan Lv, Chao Gao, Jianjun Chen, Liang Luo, Zili Zhang
2019 — conf
Reliability Modeling and Optimization for Large-Scale Network Systems.
QRS Companion
Sa Meng, Yuanshun Dai, Liang Luo, Chang Liu
2018 Misc conf
A Novel Surveillance Video Processing Using Stochastic Low-Rank And Generalized Low-Rank Approximation Techniques.
ICMLC
Liang Luo, Zhi-Qin Zhao, Xiao-Pin Li
2018 J jnl
A Qos-Driven Approach to the Cloud Service Addressing Attributes of Security.
IEEE Access
Han Xu, Xiwei Qiu, Yongpan Sheng, Liang Luo, Yanping Xiang
2018 — conf
An Efficient Similarity Measure for Collaborative Filtering.
IIKI
Yi Mu, Nianhao Xiao, Ruichun Tang, Liang Luo, Xiaohan Yin
2018 — conf
An Interaction-Enhanced Feature Selection Algorithm.
PAKDD (3)
Xiaochuan Tang, Yuanshun Dai, Yanping Xiang, Liang Luo
2018 — conf
An Unsupervised Parameter Grouping Algorithm for Combinatorial Testing.
QRS Companion
Peng Sun, Xiaochuang Tang, Liang Luo
2018 J jnl
Multi-feature fusion tree trunk detection and orchard mobile robot localization using camera/ultrasonic sensors.
Comput. Electron. Agric.
Xianyi Chen, Sun'an Wang, Binquan Zhang, Liang Luo
2018 J jnl
Parameter Hub: High Performance Parameter Servers for Efficient Distributed Deep Neural Network Training.
CoRR
Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy
2018 — conf
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.
SoCC
Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy
2018 J jnl
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.
CoRR
Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy
2018 — conf
Troubleshooting Transiently-Recurring Errors in Production Systems with Blame-Proportional Logging.
USENIX ATC
Liang Luo, Suman Nath, Lenin Ravindranath Sivalingam, Madan Musuvathi, Luis Ceze
2017 — conf
An Elitist Non-dominated Sorting Hybrid Evolutionary Algorithm for Multi-objective Constrained Ship Arrangements Optimization Problem.
BIC-TA
Hao Wang, Shunhuai Chen, Liang Luo
2017 — conf
An Information Theory Based Approach for Identifying Influential Spreaders in Temporal Networks.
CSS
Liang Luo, Li Tao, Hongyi Xu, Zhenyun Yuan, Hong Lai, Zili Zhang
2017 A* conf
IncBricks: Toward In-Network Computation with an In-Network Cache.
ASPLOS
Ming Liu, Liang Luo, Jacob Nelson, Luis Ceze, Arvind Krishnamurthy, Kishore Atreya
2016 — conf
A Resource Optimization Algorithm of Cloud Data Center Based on Correlated Model of Reliability, Performance and Energy.
QRS Companion
Liang Luo, Hongwei Li, Xiwei Qiu, Yangyang Tang
2016 J jnl
Fano Resonance Based on Metal-Insulator-Metal Waveguide-Coupled Double Rectangular Cavities for Plasmonic Nanosensors.
Sensors
Zhidong Zhang, Liang Luo, Chenyang Xue, Wendong Zhang, Shubin Yan
2016 J jnl
Image denoising via bidirectional low rank representation with cluster adaptive dictionary.
IET Image Process.
Xiaoping Li, Weiwei Wang, Xiangchu Feng, Xiaoyan Liu, Liang Luo
2016 A* conf
LASER: Light, Accurate Sharing dEtection and Repair.
HPCA
Liang Luo, Akshitha Sriraman, Brooke Fugate, Shiliang Hu, Gilles Pokam, Chris J. Newburn, Joseph Devietti
2016 — conf
Performance Analysis of Cloud Service Considering Reliability.
QRS Companion
Peng Sun, Demiao Wu, Xiwei Qiu, Liang Luo, Hongwei Li
2016 — conf
Reliability-Performance-Energy Joint Modeling and Optimization for a Big Data Task.
QRS Companion
Xiwei Qiu, Liang Luo, Yuan-Shun Dai
2015 — conf
A Heuristic Resource Scheduling Algorithm of Cloud Computing Based on Polygons Correlation Calculation.
ICEBE
Jing-Mian Tang, Liang Luo, Kai-Ming Wei, Xun Guo, Xiao-yu Ji
2015 J jnl
A Refractive Index Sensor Based on a Metal-Insulator-Metal Waveguide-Coupled Ring Resonator.
Sensors
Shubin Yan, Liang Luo, Chenyang Xue, Zhidong Zhang
2015 J jnl
A divide-and-conquer stochastic alterable direction image denoising method.
Signal Process.
Xiangchu Feng, Liang Luo, Xixi Jia, Weiwei Wang
2015 — conf
Detection performance and robustness of segmented replica correlator processors in fast fading distortion channels.
FSKD
Zhenhua Quan, Zhigui Liu, Liang Luo, Gen Hu
2015 — conf
Enhancing Sumerian Lemmatization by Unsupervised Named-Entity Recognition.
HLT-NAACL
Yudong Liu, Clinton Burkhart, James Hearne, Liang Luo
2015 J jnl
Optimisation Design of Coupling Region Based on SOI Micro-Ring Resonator.
Micromachines
Shubin Yan, Minghui Li, Liang Luo, Kezhen Ma, Chenyang Xue, Wendong Zhang
2015 Misc conf
Unsupervised Sumerian Personal Name Recognition.
FLAIRS
Liang Luo, Yudong Liu, James Hearne, Clinton Burkhart
2014 J jnl
Adaptive control design for a class of nonlinear systems based on fuzzy logic systems with scalers and saturators.
Int. J. Syst. Sci.
Yinhe Wang, Liang Luo, Yongqing Fan, Yun Zhang, Xiaoping Liu, Si-Ying Zhang
2013 — conf
A Heuristics Approach for Reducing Power Consumption of Cloud Data Center.
GreenCom/iThings/CPScom
Fei Zhang, Yizhou Yan, Wenjun Wu, Liang Luo
2013 J jnl
Simulation of power consumption of cloud data centers.
Simul. Model. Pract. Theory
Liang Luo, Wenjun Wu, Wei-Tek Tsai, Dichen Di, Fei Zhang
2012 — conf
A resource scheduling algorithm of cloud computing based on energy efficient optimization methods.
IGCC
Liang Luo, Wenjun Wu, Dichen Di, Fei Zhang, Yizhou Yan, Yaokuan Mao
2012 — conf
GreenPipe: A Hadoop Based Workflow System on Energy-efficient Clouds.
IPDPS Workshops
Yaokuan Mao, Wenjun Wu, Hui Zhang, Liang Luo
2010 J jnl
An improved ant colony optimization for the communication network routing problem.
Math. Comput. Model.
Dongming Zhao, Liang Luo, Kai Zhang
2006 C conf
Remote Sensing Image Based Study on the Spatial Evolvement and Mechanism of Urban Residential District in China Since 1949: A Case Study of the Valley-basin City, Lanzhou.
IGARSS
Caihong Meng, Yongchun Yang, Liang Luo, Ping Yang, Guozhu Li
2006 C conf
Study on Population Distribution Characteristics and Pattern Based on RS and GIS in Mountainous Region: A Case Study of Tianshui District, China.
IGARSS
Shuwen Niu, Guozhu Li, Zhengguang Liu, Liang Luo, Caihong Meng
2004 — conf
View Dependent Stochastic Sampling for Efficient Rendering of Point Sampled Surfaces.
WSCG
Sushil Bhakar, Liang Luo, Sudhir P. Mudur