AZTEC: A Cloud-based Computational Platform to Integrate Biomedical Resources. - Patrick Tan; Yichao Zhou 001; Xinxin Huang; Giuseppe M. Mazzeo; Chelsea Ju (ICDE, 2017)

Aztec: A Platform to Render Biomedical Software Findable, Accessible, Interoperable, and Reusable. - Wei Wang 010; Brian Bleakley; Chelsea Ju; Vincent Kyi; Patrick Tan; Howard Choi; Xinxin Huang; Yichao Zhou 001; Justin Wood; Ding Wang; Alex A. T. Bui; Peipei Ping (CoRR, 2017)

Learning Gender-Neutral Word Embeddings. - Jieyu Zhao 001; Yichao Zhou 001; Zeyu Li 001; Wei Wang 010; Kai-Wei Chang (EMNLP, 2018)

Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification. - Yichao Zhou 001; Jyun-Yu Jiang; Kai-Wei Chang; Wei Wang 010 (EMNLP/IJCNLP (1), 2019)

Understanding Consumer Journey using Attention based Recurrent Neural Networks. - Yichao Zhou 001; Shaunak Mishra; Jelena Gligorijevic; Tarun Bhatia; Narayan Bhamidipati (KDD, 2019)

"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition. - Yichao Zhou 001; Jyun-Yu Jiang; Jieyu Zhao 001; Kai-Wei Chang; Wei Wang 010 (ACL, 2020)

Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement. - Shaunak Mishra; Manisha Verma; Yichao Zhou 001; Kapil Thadani; Wei Wang 010 (CIKM, 2020)

Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. - Rujun Han; Yichao Zhou 001; Nanyun Peng 001 (EMNLP (1), 2020)

Social Media User Geolocation via Hybrid Attention. - Cheng Zheng 004; Jyun-Yu Jiang; Yichao Zhou 001; Sean D. Young; Wei Wang 010 (SIGIR, 2020)

Recommending Themes for Ad Creative Design via Visual-Linguistic Representations. - Yichao Zhou 001; Shaunak Mishra; Manisha Verma; Narayan Bhamidipati; Wei Wang 010 (WWW, 2020)

Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference. - Yichao Zhou 001; Yu Yan; Rujun Han; J. Harry Caufield; Kai-Wei Chang; Yizhou Sun; Peipei Ping; Wei Wang 010 (AAAI, 2021)

#StayHome or #Marathon?: Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs. - Yichao Zhou 001; Jyun-Yu Jiang; Xiusi Chen; Wei Wang 010 (CIKM, 2021)

CREATe: Clinical Report Extraction and Annotation Technology. - Yichao Zhou 001; Wei-Ting Chen; Bowen Zhang 002; David Lee; J. Harry Caufield; Kai-Wei Chang; Yizhou Sun; Peipei Ping; Wei Wang 010 (ICDE, 2021)

Simplified DOM Trees for Transferable Attribute Extraction from the Web. - Yichao Zhou 001; Ying Sheng 002; Nguyen Vo; Nick Edmonds; Sandeep Tata (CoRR, 2021)

Clinical Named Entity Recognition using Contextualized Token Representations. - Yichao Zhou 001; Chelsea Ju; J. Harry Caufield; Kevin Shih; Calvin Yu-Chian Chen; Yizhou Sun; Kai-Wei Chang; Peipei Ping; Wei Wang 010 (CoRR, 2021)

Learning Robust Representations for Low-resource Information Extraction. - Yichao Zhou 001 (2021)

ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games. - Xiusi Chen; Jyun-Yu Jiang; Kun Jin; Yichao Zhou 001; Mingyan Liu; P. Jeffrey Brantingham; Wei Wang 010 (CIKM, 2022)

Learning Transferable Node Representations for Attribute Extraction from Web Documents. - Yichao Zhou 001; Ying Sheng 002; Nguyen Vo; Nick Edmonds; Sandeep Tata (WSDM, 2022)

Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models. - Yichao Zhou 001; James B. Wendt; Navneet Potti; Jing Xie 002; Sandeep Tata (CoRR, 2022)

A Benchmark for Structured Extractions from Complex Documents. - Zilong Wang 002; Yichao Zhou 001; Wei Wei 019; Chen-Yu Lee; Sandeep Tata (CoRR, 2022)

An Augmentation Strategy for Visually Rich Documents. - Jing Xie 002; James B. Wendt; Yichao Zhou 001; Seth Ebner; Sandeep Tata (CoRR, 2022)

Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models. - Yichao Zhou 001; James B. Wendt; Navneet Potti; Jing Xie 002; Sandeep Tata (EMNLP, 2023)

VRDU: A Benchmark for Visually-rich Document Understanding. - Zilong Wang 002; Yichao Zhou 001; Wei Wei 019; Chen-Yu Lee; Sandeep Tata (KDD, 2023)

Enhancing Incremental Summarization with Structured Representations. - Eunjeong Hwang; Yichao Zhou 001; James B. Wendt; Beliz Gunel; Nguyen Vo; Jing Xie 002; Sandeep Tata (EMNLP (Findings), 2024)

FieldSwap: Data Augmentation for Effective Form-Like Document Extraction. - Jing Xie 002; James B. Wendt; Yichao Zhou 001; Seth Ebner; Sandeep Tata (ICDE, 2024)

STRUM-LLM: Attributed and Structured Contrastive Summarization. - Beliz Gunel; James B. Wendt; Jing Xie 002; Yichao Zhou 001; Nguyen Vo; Zachary Fisher; Sandeep Tata (CoRR, 2024)

SUMIE: A Synthetic Benchmark for Incremental Entity Summarization. - Eunjeong Hwang; Yichao Zhou 001; Beliz Gunel; James Bradley Wendt; Sandeep Tata (COLING, 2025)