Eric P. Xing

Research interests

Publications

• How to build the virtual cell with artificial intelligence: Priorities and opportunities

  Cell · 2024 · 10.1016/j.cell.2024.11.015

• Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

  arXiv (Cornell University) · 2023 · 10.48550/arxiv.2306.05685

• Self-challenging Improves Cross-Domain Generalization

  Lecture notes in computer science · 2020 · 10.1007/978-3-030-58536-5_8

• High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

  · 2020 · 10.1109/cvpr42600.2020.00871

• Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans

  medRxiv · 2020 · 10.1101/2020.04.13.20063941

• Rethinking Knowledge Graph Propagation for Zero-Shot Learning

  · 2019 · 10.1109/cvpr.2019.01175

• Theoretically Principled Trade-off between Robustness and Accuracy

  arXiv (Cornell University) · 2019 · https://doi.org/10.48550/arxiv.1901.08573

• Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation

  Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 10.1609/aaai.v33i01.33016666

• Rethinking Knowledge Graph Propagation for Zero-Shot Learning

  · 2019 · 10.1109/cvpr.2019.01175

• Rethinking Knowledge Graph Propagation for Zero-Shot Learning

  · 2019 · 10.1109/cvpr.2019.01175

• Few-Shot Semantic Segmentation with Prototype Learning.

  British Machine Vision Conference · 2018

• A Latent Variable Model for Geographic Lexical Variation

  Figshare · 2018 · 10.1184/r1/6475412

• Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity

  Figshare · 2018 · 10.1184/r1/6476414.v1

• Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification

  Figshare · 2018 · https://doi.org/10.1184/r1/6475985.v1

• Dual Motion GAN for Future-Flow Embedded Video Prediction

  · 2017 · 10.1109/iccv.2017.194

• Harnessing Deep Neural Networks with Logic Rules

  · 2016 · 10.18653/v1/p16-1228

• Semantic Pooling for Complex Event Analysis in Untrimmed Videos

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 10.1109/tpami.2016.2608901

• GeePS

  · 2016 · 10.1145/2901318.2901323

• Petuum: A New Platform for Distributed Machine Learning on Big Data

  IEEE Transactions on Big Data · 2015 · 10.1109/tbdata.2015.2472014

• More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server

  PubMed · 2013 · 10.1184/r1/6475898

• Online detection of unusual events in videos via dynamic sparse coding

  · 2011 · 10.1109/cvpr.2011.5995524

• Discrete temporal models of social networks

  Electronic Journal of Statistics · 2010 · 10.1214/09-ejs548

• Joint latent topic models for text and citations

  · 2008 · 10.1145/1401890.1401957

• Mixed Membership Stochastic Blockmodels.

  PubMed · 2008

• Mixed membership stochastic blockmodels

  arXiv (Cornell University) · 2007 · https://doi.org/10.48550/arxiv.0705.4485

• Distance Metric Learning with Application to Clustering with Side-Information

  Journal · 2002

• Feature selection for high-dimensional genomic microarray data

  · 2001

Current projects

No projects listed.