Sotabase

Career

· PhD in Computer Science, University of Illinois at Urbana-Champaign2020–

Publications (19)

A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models
Conference on Computer and Communications Security · 2019
101
cited
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction
Web Search and Data Mining · 2020
97
cited
NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network
The Web Conference · 2020
64
cited
Meta-GNN: Metagraph Neural Network for Semi-supervised learning in Attributed Heterogeneous Information Networks
International Conference on Advances in Social Networks Analysis and Mining · 2019
62
cited
Motif-based Convolutional Neural Network on Graphs
arXiv.org · 2017
44
cited
META: Metadata-Empowered Weak Supervision for Text Classification
Conference on Empirical Methods in Natural Language Processing · 2020
34
cited
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision
The Web Conference · 2022
34
cited
Detecting multi-sensor fusion errors in advanced driver-assistance systems
International Symposium on Software Testing and Analysis · 2021
29
cited
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks
The Web Conference · 2021
20
cited
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework
Knowledge Discovery and Data Mining · 2023
8
cited
Detecting Safety Problems of Multi-Sensor Fusion in Autonomous Driving
arXiv.org · 2021
6
cited
Federated Learning with Client-Exclusive Classes
arXiv.org · 2023
6
cited
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework
International Joint Conference on Artificial Intelligence · 2023
3
cited
Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns
IEEE Transactions on Knowledge and Data Engineering · 2025
1
cited
Application of Internet of things in data aggregation system of electric power construction equipment
International Conferences on Artificial Intelligence, Information Processing and Cloud Computing · 2022
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
Conference on Empirical Methods in Natural Language Processing · 2025
Monitoring system of electric power construction equipment based on Internet of Things
Conference on Signal Processing, Computer Networks, and Communications · 2023
Simulating Online Social Response: A Stimulus/Response Perspective
Online World Conference on Soft Computing in Industrial Applications · 2021
Sotabase
Xinyang Zhang | Researcher Profile | Sotabase | Sotabase