Publications (34)
Insurance Contract for High Renewable Energy Integration
Dongwei Zhao, Hao Wang, Jianwei Huang +1
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
Peizhong Ju, Xiaojun Lin, Ness B. Shroff
Online Energy Generation Scheduling for Microgrids with Intermittent Energy Sources and Co-Generation
Lian Lu, Jinlong Tu, Chi-Kin Chau +2
Learning Large Electrical Loads via Flexible Contracts with Commitment
Pan Lai, Lingjie Duan, Xiaojun Lin
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks
Saptarshi Mandal, Xiaojun Lin, R. Srikant
Achieving Optimal Throughput and Near-Optimal Asymptotic Delay Performance in Multi-Channel Wireless Networks with Low Complexity: A Practical Greedy Scheduling Policy
Bo Ji, Gagan R. Gupta, Manu Sharma +2
Contract-based Time-of-use Pricing for Energy Storage Investment
Dongwei Zhao, Hao Wang, Jianwei Huang +1
Graph Matching with Partially-Correct Seeds
Liren Yu, Jiaming Xu, Xiaojun Lin
Characterizing and Modeling Control-Plane Traffic for Mobile Core Network
Jiayi Meng, Jingqi Huang, Y. Charlie Hu +4
Information Source Detection with Limited Time Knowledge
Xuecheng Liu, Luoyi Fu, Bo Jiang +2
Virtual Energy Storage Sharing and Capacity Allocation
Dongwei Zhao, Hao Wang, Jianwei Huang +1
Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market
Dongwei Zhao, Hao Wang, Jianwei Huang +1
On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models
Peizhong Ju, Xiaojun Lin, Ness B. Shroff
Optimal Monitoring and Mitigation of Systemic Risk in Financial Networks
Zhang Li, Xiaojun Lin, Borja Peleato-Inarrea +1
Quantum Algorithms for Finite-horizon Markov Decision Processes
Bin Luo, Yuwen Huang, Jonathan Allcock +3
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task
Linghan Zheng, Hui Liu, Xiaojun Lin +5
The Case for Task Sampling based Learning for Cluster Job Scheduling
Akshay Jajoo, Y. Charlie Hu, Xiaojun Lin +1
Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding
Ruiqi Kong, He Chen, Xiaojun Lin
A Case for Sampling Based Learning Techniques in Coflow Scheduling
Akshay Jajoo, Y. Charlie Hu, Xiaojun Lin
PANDA: Noise-Resilient Antagonist Identification in Production Datacenters
Sixiang Zhou, Nan Deng, Krzysiek Rzadca +2
A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization
Qiulin Lin, Wenjie Xu, Minghua Chen +1
Student-Teacher Learning from Clean Inputs to Noisy Inputs
Guanzhe Hong, Zhiyuan Mao, Xiaojun Lin +1
A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes
Ting Yu, Xiaojun Lin, Shuhui Wang +3
Proactive Demand Response for Data Centers: A Win-Win Solution
Hao Wang, Jianwei Huang, Xiaojun Lin +1
Low-Complexity Scheduling Policies for Achieving Throughput and Asymptotic Delay Optimality in Multi-Channel Wireless Networks
Bo Ji, Gagan R. Gupta, Xiaojun Lin +1
Lightweight Federated Learning with Differential Privacy and Straggler Resilience
Shu Hong, Xiaojun Lin, Lingjie Duan
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching
Liren Yu, Jiaming Xu, Xiaojun Lin
Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree
Peizhong Ju, Xiaojun Lin, Jia Liu
SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery
Ajinkya Kiran Mulay, Xiaojun Lin
Principles and Practices of Large-Scale Code Analysis at Ant Group: A Data- and Logic-Oriented Approach
Xiaoheng Xie, Gang Fan, Xiaojun Lin +21
Time-of-use Pricing for Energy Storage Investment
Dongwei Zhao, Hao Wang, Jianwei Huang +1
The Power of $D$-hops in Matching Power-Law Graphs
Liren Yu, Jiaming Xu, Xiaojun Lin
Extended Version: Characterizing Distributed Photovoltaic Panel Investment Equilibria
Mehdi Davoudi, Junjie Qin, Xiaojun Lin
A Scalable Distributed Quantum Optimization Framework via Factor Graph Paradigm
Yuwen Huang, Xiaojun Lin, Bin Luo +1