Ping Wang, Khushbu Agarwal, Colby Ham, Sutanay Choudhury, Chandan K. Reddy: Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks. WWW 2021: 2946-2957
Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy: Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs. WWW 2021: 1373-1384
Khoa D. Doan, Saurav Manchanda, Suchismit Mahapatra, Chandan K. Reddy: Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings. SIGIR 2021: 665-674
Tian Shi, Liuqing Li, Ping Wang, Chandan K. Reddy: A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection. AAAI 2021: 13815-13824
Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song: The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. CVPR 2020: 250-258
Min Du, Ruoxi Jia, Dawn Song: Robust anomaly detection and backdoor attack detection via differential privacy. ICLR 2020
Gerald Friedland, Ruoxi Jia, Jingkang Wang, Bo Li, T. Nathan Mundhenk: On the Impact of Perceptual Compression on Deep Learning. MIPR 2020: 219-224
Powen Yao, Vangelis Lympouridis, Tian Zhu, Michael Zyda, Ruoxi Jia: Punch Typing: Alternative Method for Text Entry in Virtual Reality. SUI 2020: 28:1-28:2