Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization
International Conference on Learning Representations (ICLR) 2023
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Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization
Multi-Task Knowledge Graph Representations Via Residual Functions
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2022
MEOT: Efficient and Tight Oblivious Transfer from PKE with Tight Multi-User Security
Applied Cryptography and Network Security (ACNS) 2022
Artificial intelligence
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Enhancing Transformer without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation
Authors: Vivian Lai, Huiyuan Chen, Chin-Chia Michael Yeh, Ming Xu, Yiwei Cai, Hao Yang
Conference: ACM Conference on Recommender Systems (RecSys) 2023
Simple Yet Effective Adversarial Training for Recommendation
Authors: Huiyuan Chen, Vivian Lai, Xiaoting Li, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang
Conference: ACM Conference on Recommender Systems (RecSys) 2023
AI Decision Systems with Feedback Loop Active Learner
Authors: Mert Kosan, Linyun He, Shubham Agrawal, Yuhang Wu, Hongyi Liu, Chiranjeet Chetia
Conference: WSDM Workshop on Collaboration of Humans and Learning Algorithms for Data Labeling (CANDLE) 2023
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization
Authors: Prince Osei Aboagye, Yan Zheng, Jack Shunn, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff Phillips
Conference: International Conference on Learning Representations (ICLR) 2023
Kernel Ridge Regression-Based Graph Dataset Distillation
Authors: Zhe Xu, Yuzhong Chen, Menghai Pan, Huiyuan Chen, Mahashweta Das, Hao Yang, Hanghang Tong
Conference: ACM International Conference on Knowledge Discovery and Data Mining (KDD) 2023
Node Classification Beyond Homophily: Towards a General Solution
Authors: Zhe Xu, Yuzhong Chen, Yuhang Wu, Menghai Pan, Hao Yang, Hanghang Tong
Conference: ACM International Conference on Knowledge Discovery and Data Mining (KDD) 2023
Knowledge Graph Question Answering with Ambiguous Query
Authors: Lihui Liu, Yuzhong Chen, Mahashweta Das, Hao Yang and Hanghang Tong
Conference: ACM Web Conference (WWW) 2023
Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting
Authors: Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Liang Wang, Zhongfang Zhuang, Junpeng Wang, Xin Dai, Yan Zheng, and Wei Zhang
Conference: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD) 2023
VERB: Visualizing and Interpreting Bias Mitigation Techniques Geometrically for Word Representations
Authors: Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang
Journal: ACM Transactions on Interactive Intelligent Systems (TiiS) 2023
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt
Authors: Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
Conference: IEEE Pacific Visualization Symposium (PacificVis) 2023
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SMARTQUERY: An Active Learning Prototype for Graph Neural Networks through Hybrid Uncertainty Reduction
Authors: Xiaoting Li, Yuhang Wu, Vineeth Rakesh Mohan, Yusan Lin, Hao Yang, Fei Wang
Conference on Information and Knowledge Management (CIKM) 2022
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces
Authors: Prince Aboagye, Yan Zheng, Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff Phillips
Association for Machine Translation in the Americas (AMTA) 2022
Denoising Self-attentive Sequential Recommendation
Authors: Huiyuan Chen, Xiaoting Li, Menghai Pan, Kaixong Zhou, Xia Hu, Hao Yang
Conference: ACM Conference on Recommender Systems (RecSys) 2022
TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems
Authors: Huiyuan Chen, Xiaoting Li, Kaixiong Zhou, Xia Hu, Michael Yeh, Yan Zheng, Hao Yang
Conference: ACM Conference on Recommender Systems (RecSys) 2022
Semi-supervised Multilayer Graph Based Contextual Anomaly Detection
Authors: Bo Dong, Yuhang Wu, Michael Yeh, Yusan Lin, Wanxin Bai, Krupa Brahmkstri, Yimin Zhang, Fei Wang, Hao Yang
Conference: International Conference on Information and Communications Security (ICICS) 2022
Adversarial Graph Perturbations for Recommendations at Scale
Authors: Huiyuan Chen, Kaixiong Zhou, Kwei-Herng Lai, Xia Hu, Fei Wang, Hao Yang
Conference: International ACM SIGIR Conference on Research and Development in Information Retrieval 2022
Graph Convolutional Networks for Collaborative Filtering
Authors: Huiyuan Chen, Michael Yeh, Fei Wang, Hao Yang
Conference: ACM Web Conference (WWW) 2022
Normalization of Language Embeddings for Cross-Lingual Alignment
Authors: Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang, Jeff Phillips
Conference: International Conference on Learning Representations (ICLR) 2022
Error-bounded Approximate Time Series Join using Compact Dictionary Representation of Time Series
Authors: Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Wei Zhang, Eamonn Keogh
Conference: SIAM International Conference on Data Mining (SDM) 2022
Multi-Task Knowledge Graph Representations via Residual Functions
Authors: Adit Krishnan, Mahashweta Das, Mangesh Bendre, Fei Wang, Hao Yang
Conference: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2022
OutfitGAN: Learning Compatible Items for Generative Fashion Outfits
Authors: Maryam Moosaei, Yusan Lin, Ablaikhan Akhazhanov, Huiyuan Chen, Fei Wang, Hao Yang
Conference: Conference on Computer Vision and Pattern Recognition (CVPR) 2022
Embedding Compression with Hashing for Efficient Representation Learning in Graph
Authors: Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfan Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
Conference: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2022
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series
Authors: Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh
Conference: IEEE Conference on Knowledge Graph (CKG) 2022
Dynamic Graph Node Classification via Time Augmentation
Authors: Jiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary, Wei Zhang
Conference: IEEE International Conference on Big Data 2022
Learning from Disagreement for Event Detection
Authors: Liang Wang, Junpeng Wang, Yan Zheng, Shubham Jain, Chin-Chia Michael Yeh, Zhongfang Zhuang, Javid Ebrahimi, Wei Zhang
Conference: IEEE International Conference on Big Data 2022
bigg2vec: Fast and Memory-Efficient Representation Learning for Billion-Scale Graphs on a Single Machine
Authors: Mangesh Bendre, Mahashweta Das, Vineeth Rakesh, Fei Wang, Hao Yang
Conference: IEEE International Conference on Big Data 2022
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Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection
Authors: Lan Wang, Yusan Lin, Yuhang Wu, Huiyuan Chen, Fei Wang, Hao Yang
Conference: IEEE BigData 2021
Merchant Category Identification Using Credit Card Transactions
Authors: Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
Conference: IEEE International Conference on Big Data 2021
GPR: Global Personalized Restaurant Recommender System Leveraging Billions of Financial Transactions
Authors: Mangesh Bendre, Mahashweta Das, Fei Wang, Hao Yang
Conference: ACM International WSDM Conference 2021
Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions
Authors: Yuhang Wu, Sunpreet S. Arora, Yanhong Wu, Hao Yang
Conference: AAAI conference on Artificial Intelligence 2021
How Can Self-Attention Networks Recognize Dyck-n Languages?
Authors: Javid Ebrahimi, Dhruv Gelda, Wei Zhang
Conference: Conference on Empirical Methods in Natural Language Processing 2021
Investigating the Evolution of Tree Boosting Models with Visual Analytics
Authors: Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang
Conference: IEEE Pacific Visualization Symposium 2021
Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems
Authors: Huiyuan Chen, Lan Wang, Yusan Lin, Yeh Michael, Fei Wang, Hao Yang
Conference: International ACM SIGIR Conference on Research and Development in Information Retrieval 2021
Visual Analytics for RNN-Based Deep Reinforcement Learning
Authors: Junpeng Wang, Wei Zhang, Hao Yang, Michael Yeh, Liang Wang
Conference: IEEE Transactions on Visualization and Computer Graphics 2021
NOAH: interactive spreadsheet exploration with dynamic hierarchical overviews
Authors: Sajjadur Rahman, Mangesh Bendre, Yuyang Liu, Shichu Zhu, Zhaoyuan Su, Karrie Karahalios, Aditya G. Parameswaran
Conference: International Conference on Very Large Data Bases 2021
Generalization Bounds via Distillation
Authors: Daniel Hsu, Ziwei Ji, Matus Telgarsky, Lan Wang
Conference: International Conference on Learning Representations (ICLR) 2021
Generating Large-Scale Synthetic Payment Graphs with Realistic Fraudulent and Money Laundering Patterns
Authors: Xiao Tian, Mahashweta Das, Chiranjeet Chetia
Conference: KDD Workshop on Machine Learning in Finance 2021
Adversarial Example Detection Using Latent Neighborhood Graph
Authors: Ahmed Abusnaina, Yuhang Wu, Sunpreet Arora, Yizhen Wang, Fei Wang, Hao Yang, David Mohaisen
Conference: IEEE International Conference on Computer Vision (ICCV) 2021
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks
Authors: Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang,Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
Conference: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2021
Scalable Neural Tensor Network for Multi-Aspect Feature Interactions in Visually-Aware Recommendation
Authors: Huiyuan Chen, Yu-San Lin, Fei Wang, Hao Yang
Conference: ACM Conference on Recommender Systems (RecSys) 2021
Mining Anomalies in Subspaces of High-dimensional Time Series for Financial Transactional Data
Authors: Jingzhu He, Michael Yeh, Yanhong Wu, Liang Wang, Wei Zhang
Conference: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2021
Constrained Non-Affine Alignment of Embeddings
Authors: Yuwei Wang, Yan Zheng, Yanqing Peng, Chin-Chia Michael Yeh, Zhongfang Zhuang, Mahashweta Das, Mangesh Bendre, Feifei Li, Wei Zhang, Jeff M. Phillips
Conference: IEEE International Conference on Data Mining (ICDM) 2021
Systems security
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Oblivious Extractors and Improved Security in Biometric-based Authentication Systems
Authors: Ivan De Oliveira Nunes, Peter Rindal and Maliheh Shirvanian
Conference: European Symposium on Research in Computer Security (ESORICS) 2023
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Robust and Accurate Authorship Attribution via Program Normalization
Authors: Yizhen Wang, Mohannad Alhanahnah, Ke Wang, Mihai Christodorescu, Somesh Jha
Conference: Annual Conference on Neural Information Processing Systems (NeurIPS) 2022
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ARBITRAR: User-Guided API Misuse Detection
Authors: Ziyang Li, Aravind Machiry, Binghong Chen, Mayur Naik, Ke Wang, Le Song
Conference: IEEE Symposium on Security and Privacy (S&P) 2021
A Hidden-Password Online Password Manager
Authors: Maliheh Shirvanian, Christopher Robert Price, Mohammed Jubur, Nitesh Saxena, Stanislaw Jarecki, Hugo Krawczyk
Conference: ACM Symposium on Applied Computing (SAC) 2021
Two-Factor Password-Authenticated Key Exchange with End-to-End Password Security
Authors: Stanislaw Jarecki, Mohammed Jubur, Hugo Krawczyk, Nitesh Saxena, Maliheh Shirvanian
Conference: ACM Transactions on Privacy and Security (TOPS) 2021
Practical Speech Re-use Prevention in Voice-driven Services
Authors: Yangyong Zhang, Sunpreet Arora, Maliheh Shirvanian, Jianwei Huang, Guofei Gu
Conference: International Symposium on Research in Attacks, Intrusions and Defenses (RAID) 2021
Digital currencies
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WIP: Using the Future to Verify the Past
Authors: Adithya Bhat, Mohsen Minaei, Mahdi Zamani
Conference: Crypto Economics Security Conference (CESC) 2022
An Optimal Energy Efficient Design of Artificial Noise for Preventing Power Leakage based Side-Channel Attacks
Authors: Shan Jin, Minghua Xu, Riccardo Bettati, Mihai Christodorescu
Conference: IEEE International Workshop on Information Forensics and Security (WIFS) 2022
Empirical Understanding of Deletion Privacy: Experiences, Expectations, and Measures
Authors: Mohsen Minaei, Mainack Mondal, Aniket Kate
Conference: USENIX Security Symposium 2022
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Cross-Border Payments for Central Bank Digital Currencies via Universal Payment Channels
Authors: Mahdi Zamani, Erin English, Ranjit Kumaresan, Mihai Christodorescu, Wanyun Catherine Gu, Chad Harper, Cuy Sheffield, Mohsen Minaei, Srinivasan Raghuraman
Conference: Workshop on Blockchain and Smart Contract Technologies (BSCT 2021)
All your Credentials are Belong to Us: On Insecure WPA2-Enterprise Configurations
Authors: Man Hong Hue, Joyanta Debnath, Kin Man Leung, Li Li, Mohsen Minaei, M. Hammad Mazhar, Kailiang Xian, Endadul Hoque, Omar Chowdhury, Sze Yiu Chau
Conference: ACM Conference on Computer and Communications Security (CCS) 2021
Deceptive Deletions for Protecting Withdrawn Posts on Social Platforms
Authors: Mohsen Minaei, S Chandra Mouli, Mainack Mondal, Bruno Ribeiro, Aniket Kate
Conference: Network and Distributed System Security (NDSS) Symposium 2021
Advanced cryptography
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Synchronizable Fair Exchange
Authors: Ranjit Kumaresan, Srinivasan Raghuraman, and Adam Sealfon
Conference: Theory of Cryptography Conference (TCC) 2023
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Candidate Trapdoor Claw-Free Functions from Group Actions with Applications to Quantum Protocols
Authors: Navid Alamati, Giulio Malavolta, Ahmadreza Rahimi
Conference: Theory of Cryptography Conference (TCC) 2022
Cryptographic Primitives with Hinting Property
Authors: Navid Alamati, Sikhar Patranabis
Conference: International Conference on the Theory and Application of Cryptology and Information Security (ASIACRYPT) 2022
Secret-Shared Joins with Multiplicity from Aggregation Trees
Authors: Saikrishna Badrinarayanan, Sourav Das, Gayathri Garimella, Srinivasan Raghuraman, Peter Rindal
Conference: ACM Conference on Computer and Communications Security (CCS) 2022
Blazing Fast PSI from Improved OKVS and Subfield VOLE
Authors: Srinivasan Raghuraman, Peter Rindal
Conference: ACM Conference on Computer and Communications Security (CCS) 2022
Updatable Private Set Intersection
Authors: Saikrishna Badrinarayanan, Piehan Miao, Tiancheng Xie
Conference: Privacy Enhancing Technologies Symposium (PETS) 2022
MEOT: Efficient and Tight Oblivious Transfer from PKE with Tight Multi-User Security
Authors: Saikrishna Badrinarayanan, Daniel Masny, Pratyay Mukherjee
Conference: Applied Cryptography and Network Security (ACNS) 2022
A More Complete Analysis of the Signal Double Ratchet Algorithm
Authors: Alexander Bienstock, Jaiden Fairoze, Sanjam Garg, Pratyay Mukherjee, Srinivasan Raghuraman
Conference: International Conference on the Theory and Applications of Cryptographic Techniques (EUROCRYPT) 2022
On the Quantum Security of OCB
Authors: Varun Maram, Daniel Masny, Sikhar Patranabis, Srinivasan Raghuraman
Conference: Transactions on Symmetric Cryptology (ToSC) 2022
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Reducing HSM Reliance in Payments through Proxy Re-Encryption
Authors: Sivanarayana Gaddam, Atul Luykx, Rohit Sinha, Gaven Watson
Conference: USENIX Security Symposium 2021
Multi-Party Threshold Private Set Intersection with Sublinear Communication
Authors: Peihan Miao, Peter Rindal, Saikrishna Badrinarayanan
Conference: International Conference on Practice and Theory of Public-Key Cryptography (PKC) 2021
BETA: Biometric Enabled Threshold Authentication
Authors: Shashank Agrawal, Saikrishna Badrinarayanan, Payman Mohassel, Pratyay Mukherjee, and Sikhar Patranabis
Conference: International Conference on Practice and Theory of Public-Key Cryptography (PKC) 2021
VOLE-PSI: Fast OPRF and Circuit-PSI from Vector-OLE
Authors: Peter Rindal, Phillipp Schoppmann
Conference: International Conference on the Theory and Applications of Cryptographic Techniques (EUROCRYPT) 2021
Amortized Threshold Symmetric-key Encryption
Authors: Mihai Christodorescu, Sivanarayana Gaddam, Pratyay Mukherjee, and Rohit Sinha
Conference: ACM Conference on Computer and Communications Security (CCS) 2021
On Removing Rejection Conditions in Practical Lattice-based Signatures
Authors: Rouzbeh Behnia, Yilei Chen, and Daniel Masny
Conference: International Conference on Post Quantum Cryptography (PQCrypto) 2021
A PKI-based Framework for Establishing Efficient MPC Channels
Authors: Daniel Masny, Gaven Watson
Conference: ACM Conference on Computer and Communications Security (CCS) 2021
Two-Round Adaptively Secure MPC from Isogenies, LPN, or CDH
Authors: Navid Alamati, Hart Montgomery, Sikhar Patranabis, Pratik Sarkar
Conference: International Conference on the Theory and Application of Cryptology and Information Security (ASIACRYPT) 2021
Laconic Private Set Intersection and Applications
Authors: Navid Alamati, Pedro Branco, Nico Döttling, Sanjam Garg, Mohammad Hajiabadi, Sihang Pu
Conference: Theory of Cryptography Conference (TCC) 2021
Silver: Silent VOLE and Oblivious Transfer from Hardness of Decoding Structured LDPC Codes
Authors: Geoffroy Couteau, Peter Rindal, Srinivasan Raghuraman
Conference: Annual International Cryptology Conference (CRYPTO) 2021