illustration of intersecting lines with various shapes at the connecting points signifying algorithms on a green gradient background

Algorithms

Developing efficient algorithms that power faster, smarter, and more reliable computing across diverse applications.

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论文与出版物

CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud

Haozhe Li, Minghua Ma, Yudong Liu, Si Qin, Bo Qiao, Randolph Yao, Harshwardhan Chaturvedi, Tri Tran, Murali Chintalapati, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

ISSRE’23 | October 2023

论文与出版物

AG codes achieve list decoding capacity over contant-sized fields

Joshua Brakensiek, Manik Dhar, Sivakanth Gopi, Zihan Zhang

STOC 2024 | October 2023

论文与出版物

Federated Learning with Neural Graphical Models

Urszula Chajewska, Harsh Shrivastava

Workshop on Advancements in Federated Learning (ECML-PKDD 2023) | September 2023

论文与出版物

Are uGLAD? Time will tell!

Shima Imani, Harsh Shrivastava

Workshop on Advanced Analytics and Learning on Temporal Data (ECML 2023) | September 2023

论文与出版物

LogOnline: A Semi-Supervised Log-Based Anomaly Detector Aided with Online Learning Mechanism

Xuheng Wang, Jiaxing Song, Xu Zhang, Junshu Tang, Weihe Gao, Qingwei Lin 林庆维

ASE’23 | September 2023

论文与出版物

Improved Diversity Maximization Algorithms for Matching and Pseudoforest

Sepideh Mahabadi, Shyam Narayanan

APPROX | September 2023

论文与出版物

Information Complexity of Mixed-Integer Convex Optimization

A. Basu, Hongyi Jiang, Phillip A. Kerger, Marco Molinaro

IPCO | August 2023

论文与出版物

Knowledge Propagation over Conditional Independence Graphs

Urszula Chajewska, Harsh Shrivastava

August 2023

Arxiv preprint | August 2023

论文与出版物

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets

Fan Yang, Jue Zhang, Lu Wang, Bo Qiao, Di Weng, Xiaoting Qin, Gregory Weber, D. N. Das, Srinivasan Rakhunathan, Ranganathan Srikanth, Qingwei Lin 林庆维, Dongmei Zhang

KDD’23 ADS | August 2023

论文与出版物

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets

Fangkai Yang, Jue Zhang, Lu Wang, Bo Qiao, Di Weng, Xiaoting Qin, Gregory Weber, Durgesh Nandini Das, Srinivasan Rakhunathan, Ranganathan Srikanth, Qingwei Lin 林庆维, Dongmei Zhang

Knowledge Discovery and Data Mining | August 2023

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