Using generative adversarial networks to synthesize artificial financial datasets. - Dmitry Efimov; Di Xu; Luyang Kong; Alexey Nefedov; Archana Anandakrishnan (CoRR, 2020)

Improve black-box sequential anomaly detector relevancy with limited user feedback. - Luyang Kong; Lifan Chen; Ming Chen; Parminder Bhatia; Laurent Callot (CoRR, 2020)

Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics. - Luyang Kong; Christopher Winestock; Parminder Bhatia (ACL/IJCNLP (Findings), 2021)

Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking. - Denis Jered McInerney; Luyang Kong; Kristjan Arumae; Byron C. Wallace; Parminder Bhatia (CoRR, 2021)

Entity Anchored ICD Coding. - Jay DeYoung; Han-Chin Shing; Luyang Kong; Christopher Winestock; Chaitanya Shivade (AMIA, 2022)

Textual Dataset Distillation via Language Model Embedding. - Yefan Tao; Luyang Kong; Andrey Kan; Laurent Callot (EMNLP (Findings), 2024)

Learning from Natural Language Explanations for Generalizable Entity Matching. - Somin Wadhwa; Adit Krishnan; Runhui Wang; Byron C. Wallace; Luyang Kong (EMNLP, 2024)

BPID: A Benchmark for Personal Identity Deduplication. - Runhui Wang; Yefan Tao; Adit Krishnan; Luyang Kong; Xuanqing Liu; Yuqian Deng; Yunzhao Yang; Henrik Johnson; Andrew Borthwick; Shobhit Gupta; Aditi Gundlapalli; Davor Golac (EMNLP (Industry Track), 2024)

GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security. - Xuanqing Liu; Runhui Wang; Yang Song; Luyang Kong (KDD, 2024)

Neural Locality Sensitive Hashing for Entity Blocking. - Runhui Wang; Luyang Kong; Yefan Tao; Andrew Borthwick; Davor Golac; Henrik Johnson; Shadie Hijazi; Dong Deng 001; Yongfeng Zhang (SDM, 2024)

GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security. - Xuanqing Liu; Luyang Kong; Runhui Wang; Patrick Song; Austin Nevins; Henrik Johnson; Nimish Amlathe; Davor Golac (CoRR, 2024)

Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings. - Xuanqing Liu; Luyang Kong; Wei Niu; Afshin Khashei; Belinda Zeng; Steve Johnson; Jon Jay; Davor Golac; Matt Pope (NAACL (Industry Track), 2025)

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories. - Yijia Xiao; Runhui Wang; Luyang Kong; Davor Golac; Wei Wang (NAACL (Long Papers), 2025)