Soo Hyun Choi - researchr alias

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Viewing Publication 1 - 17 from 17

2024

2023

Adaptive RiskAware Bidding with Budget Constraint in Display AdvertisingZhimeng Jiang, Kaixiong Zhou, Mi Zhang, Rui Chen 0012, Xia Hu, Soo Hyun Choi. sigkdd, 25(1):73-82, 2023. [doi]

DSpar: An Embarrassingly Simple Strategy for Efficient GNN training and inference via Degree-based SparsificationZirui Liu, Kaixiong Zhou, Zhimeng Jiang, Li Li 0035, Rui Chen 0012, Soo Hyun Choi, Xia Hu 0001. tmlr, 2023, 2023. [doi]

S2GAE: Self-Supervised Graph Autoencoders are Generalizable Learners with Graph MaskingQiaoyu Tan, Ninghao Liu, Xiao Huang 0001, Soo Hyun Choi, Li Li, Rui Chen 0012, Xia Hu. wsdm 2023: 787-795 [doi]

Double Wins: Boosting Accuracy and Efficiency of Graph Neural Networks by Reliable Knowledge DistillationQiaoyu Tan, Daochen Zha, Ninghao Liu, Soo Hyun Choi, Li Li 0035, Rui Chen 0012, Xia Hu. icdm 2023: 1343-1348 [doi]

Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph SelectionQiaoyu Tan, Xin Zhang, Ninghao Liu, Daochen Zha, Li Li, Rui Chen 0012, Soo Hyun Choi, Xia Hu. wsdm 2023: 625-633 [doi]

Adaptive Label Smoothing To Regularize Large-Scale Graph TrainingKaixiong Zhou, Soo Hyun Choi, Zirui Liu, Ninghao Liu, Fan Yang 0023, Rui Chen 0012, Li Li 0035, Xia Hu. sdm 2023: 55-63 [doi]

2022

An Information Fusion Approach to Learning with Instance-Dependent Label NoiseZhimeng Jiang, Kaixiong Zhou, Zirui Liu, Li Li, Rui Chen, Soo Hyun Choi, Xia Hu. iclr 2022: [doi]

Table2Graph: Transforming Tabular Data to Unified Weighted GraphKaixiong Zhou, Zirui Liu, Rui Chen 0012, Li Li, Soo Hyun Choi, Xia Hu. IJCAI 2022: 2420-2426 [doi]

2021

Dirichlet Energy Constrained Learning for Deep Graph Neural NetworksKaixiong Zhou, Xiao Huang 0001, Daochen Zha, Rui Chen 0012, Li Li, Soo Hyun Choi, Xia Hu. nips 2021: 21834-21846 [doi]

2020

Explainable Recommender Systems via Resolving Learning RepresentationsNinghao Liu, Yong Ge, Li Li, Xia Hu, Rui Chen, Soo Hyun Choi. CIKM 2020: 895-904 [doi]

2019

A Dynamic Neural Network Model for Click-Through Rate Prediction in Real-Time BiddingXianshan Qu, Li Li, Xi Liu, Rui Chen, Yong Ge, Soo Hyun Choi. bigdataconf 2019: 1887-1896 [doi]

2011

Congestion control for real-time interactive multimedia streamsSoo Hyun Choi. PhD thesis, University College London, UK, 2011. [doi]

2007

Fairer TCP-friendly congestion control protocol for multimedia streaming applicationsSoo Hyun Choi, Mark Handley. conext 2007: 54 [doi]

2006

Design and analysis for TCP-friendly window-based congestion controlSoo Hyun Choi. PhD thesis, University College London, UK, 2006. [doi]

2001

Fast Restoration Internetworking in Packet and Optical NetworksSoo Hyun Choi, You-Hyeon Jeong. drcn 2001: 145-151

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