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Yuzhou Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

51

Venues

19

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

51 indexed papers, newest first.

YearVenueTitleAuthors
2026WWWMulti-Modal Enhanced Graph Transfer Learning for Digital Finance Fraud Detection.Yuxin Liu, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Chenguang Yang, Zihao Wang, Yulia R. Gel, Yuzhou Chen
2025AAAIWhen Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning.Naheed Anjum Arafat, Debabrota Basu, Yulia Gel, Yuzhou Chen
2025AISTATSConditional Prediction ROC Bands for Graph Classification.Yujia Wu, Bo Yang, Elynn Y. Chen, Yuzhou Chen, Zheshi Zheng
2025CHASEPathological Complete Response Classification on HER2-Positive Breast Cancer Patients with Double-View Graph Contrastive Learning.Dechuang Jiao, Yanqiu Shao, Xiaohan Guo, Zihan Lin, Junchao Fei, Chenguang Yang, Yuzhou Chen, Huanmei Wu
2025CHASEStochastic Flow Inference for Medical Image Digital Twins.Zihao Wang, Yuzhou Chen, Herve Delingette
2025DACKVO-LLM: Boosting Long-Context Generation Throughput for Batched LLM Inference.Zhenyu Li, Dongxu Lyu, Gang Wang, Yuzhou Chen, Liyan Chen, Wenjie Li, Jianfei Jiang, Yanan Sun, Guanghui He
2025ICASSPFusing Multimodality of Large Language Models and Satellite Imagery via Simplicial Contrastive Learning for Latent Urban Feature Identification and Environmental Application.Yuzhou Chen, Jiue-An Yang, Hugo Kyo Lee, Calvin P. Tribby, Tarik Benmarhnia, Marta M. Jankowska, Yulia R. Gel
2025ICASSPTopology-Informed Pre-training of Graph Neural Networks.Peiyu Liang, Yulia R. Gel, Yuzhou Chen
2025ICDMWhen LLM Meets Simplicial Complex: A Novel Graph Prompt Learning on Ethereum Transaction Networks.Yuxin Liu, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Yuzhou Chen
2025ICDMUncertainty Quantification of Conformalized Spatio-Temporal Graph Convolutional Network on Forecasting.Yang Zhao, Yuzhou Chen, Xinghua Shi
2025ICDMUncertainty Quantification of Conformalized Spatio-Temporal Graph Convolutional Network on Forecasting.Yang Zhao, Yuzhou Chen, Xinghua Shi
2025ICLRTopological Zigzag Spaghetti for Diffusion-based Generation and Prediction on Graphs.Yuzhou Chen, Yulia R. Gel
2025ICMLTMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction.Hao Li, Hao Wan, Yuzhou Chen, Dongsheng Ye, Yulia Gel, Hao Jiang
2025IROSTouch-Linked Sleeve: A Haptic Interface for Augmented Tactile Perception in Robotic Teleoperation.Yatao Leng, Yuzhou Chen, Ziyuan Tang, Chenxi Xiao
2025ICRAHumanFT: A Human-Like Fingertip Multimodal Visuo-Tactile Sensor.Yifan Wu, Yuzhou Chen, Zhengying Zhu, Xuhao Qin, Chenxi Xiao
2025IWQoSJoint Swapping and Purification with Failures for Entanglement Distribution in Quantum Networks.Jiyao Liu, Xinwen Zhang, Xinliang Wei, Xuanzhang Liu, Yuzhou Chen, Hongchang Gao, Yu Wang
2025KDDFragile Earth: Innovative AI For Climate Risk Mitigation.Emre Eftelioglu, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Kathleen Buckingham, Auroop R. Ganguly, James Hodson
2025MICROORCHES: Orchestrated Test-Time-Compute-based LLM Reasoning on Collaborative GPU-PIM HEterogeneous System.Sixu Li, Yuzhou Chen, Chaojian Li, Yonggan Fu, Zheng Wang, Zhongzhi Yu, Haoran You, Zhifan Ye, Wei Zhou, Yongan Zhang, Yingyan (Celine) Lin
2025PAKDDSafety and Public Protection: Predicting and Analyzing Incidents with Large Language Model-Based Zigzag Graph Neural Networks.Hassan A. Shafei, Yang Zhao, Christian Martin, Javad M. Alizadeh, Karin M. Eyrich-Garg, Omar Martinez, Ying Ding, Chiu C. Tan, Huanmei Wu, Yuzhou Chen
2025PAKDDTensor-Fused Multi-view Graph Contrastive Learning.Yujia Wu, Junyi Mo, Elynn Y. Chen, Yuzhou Chen
2025WWWFew-shot Learning over Graphs Using Topological Prompts.Jaidev Goel, Yuzhou Chen, Yulia R. Gel
2024AAAITopoGCL: Topological Graph Contrastive Learning.Yuzhou Chen, Jos Fras, Yulia R. Gel
2024AAAISNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks.Jae Choi, Yuzhou Chen, Huikyo Lee, Hyun Kim, Yulia R. Gel
2024AAAITime-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence.Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
2024AIMEMulti-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data.Yilin Zhang, Shuo Chen, Rozalina G. McCoy, Chixiang Chen, Yuzhou Chen
2024AISTATSTensor-view Topological Graph Neural Network.Tao Wen, Elynn Y. Chen, Yuzhou Chen
2024DACDEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.Yansong Xu, Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Zilong Wang, Gang Wang, Zhican Wang, Haomin Li, Guanghui He
2024ICCDVEGA: Implementing a Versatile and Efficient Deep Learning Processor with Graph-Based ALU.Wenqiang Wang, Yuzhou Chen, Guanting Huo, Guanghui He, Ningyi Xu
2024ISCASA High-Throughput Lossless Image Compression Engine Optimized for Compression Ratio.Siqi Cai, Yuzhou Chen, Wenhui Zhang, Zeyuan Jin, Gang Wang, Hao Chen, Guanghui He
2024KDDFragile Earth: Generative and Foundational Models for Sustainable Development.Emre Eftelioglu, Bistra Dilkina, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Yulia R. Gel, Kathleen Buckingham, Auroop R. Ganguly, James Hodson, Jiafu Mao
2024PAKDDRevisiting Link Prediction with the Dowker Complex.Jae Won Choi, Yuzhou Chen, Jos Fras, Joel Chacn Castillo, Yulia R. Gel
2023AAAITopological Pooling on Graphs.Yuzhou Chen, Yulia R. Gel
2023AAAIGraph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract).Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Yulia R. Gel
2023DACFLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling.Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Ningyi Xu, Guanghui He
2023ICASSPHigher-Order Spatio-Temporal Neural Networks for Covid-19 Forecasting.Yuzhou Chen, Sotiris Batsakis, H. Vincent Poor
2023ICCADSpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing.Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He
2023ICRAEfficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction.Steve Paul, Wenyuan Li, Brian Smyth, Yuzhou Chen, Yulia R. Gel, Souma Chowdhury
2023ISCASOYuzhou Chen, Jinming Zhang, Dongxu Lv, Xi Yu, Guanghui He
2023KDDFragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond.Naoki Abe, Kathleen Buckingham, Yuzhou Chen, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, Yulia R. Gel, James Hodson, Ramakrishnan Kannan, Huikyo Lee, Jiafu Mao, Rose Yu
2023PAKDDTopological Graph Convolutional Networks Solutions for Power Distribution Grid Planning.Yuzhou Chen, Miguel Heleno, Alexandre Moreira, Yulia R. Gel
2022AAAIBScNets: Block Simplicial Complex Neural Networks.Yuzhou Chen, Yulia R. Gel, H. Vincent Poor
2022AAAITCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning.Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel
2022ICLRTAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting.Yuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia R. Gel
2022PAKDDTlife-GDN: Detecting and Forecasting Spatio-Temporal Anomalies via Persistent Homology and Geometric Deep Learning.Zhiwei Zhen, Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel
2021AAAITopological Machine Learning Methods for Power System Responses to Contingencies.Brian Bush, Yuzhou Chen, Dorcas Ofori-Boateng, Yulia R. Gel
2021AAAIDeepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning.Yuzhou Chen, Yuliya Marchetti, Yulia R. Gel
2021ICMLZ-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting.Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel
2021KDDDoes Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning.Ignacio Segovia-Dominguez, Huikyo Lee, Yuzhou Chen, Michael J. Garay, Krzysztof M. Gorski, Yulia R. Gel
2020ICDMLFGCN: Levitating over Graphs with Levy Flights.Yuzhou Chen, Yulia R. Gel, Konstantin Avrachenkov
2019ICDMDeep Learning Ethereum Token Price Prediction with Network Motif Analysis.Yuzhou Chen, Hon Keung Tony Ng
2018PAKDDDeep Ensemble Classifiers and Peer Effects Analysis for Churn Forecasting in Retail Banking.Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, Todd Winship