Efficient Knowledge Graph Accuracy Evaluation. - Junyang Gao; Xian Li; Yifan Ethan Xu; Bunyamin Sisman; Xin Luna Dong; Jun Yang 001 (Proc. VLDB Endow., 2019)

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. - Xin Luna Dong; Xiang He 007; Andrey Kan; Xian Li; Yan Liang 004; Jun Ma 029; Yifan Ethan Xu; Chenwei Zhang; Tong Zhao 002; Gabriel Blanco Saldana; Saurabh Deshpande; Alexandre Michetti Manduca; et al. (KDD, 2020)

Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data. - Yaqing Wang 001; Yifan Ethan Xu; Xian Li; Xin Luna Dong; Jing Gao 004 (KDD, 2020)

PGE: Robust Product Graph Embedding Learning for Error Detection. - Kewei Cheng; Xian Li; Yifan Ethan Xu; Xin Luna Dong; Yizhou Sun (Proc. VLDB Endow., 2022)

Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog. - Kewei Cheng; Xian Li; Zhengyang Wang; Chenwei Zhang; Binxuan Huang; Yifan Ethan Xu; Xin Luna Dong; Yizhou Sun (ACL (industry), 2023)

Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques. - Xin Luna Dong; Seungwhan Moon; Yifan Ethan Xu; Kshitiz Malik; Zhou Yu 005 (KDD, 2023)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs? - Kai Sun; Yifan Ethan Xu; Hanwen Zha; Yue Liu; Xin Luna Dong (CoRR, 2023)

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. - Jielin Qiu; Andrea Madotto; Zhaojiang Lin; Paul A. Crook; Yifan Ethan Xu; Babak Damavandi; Xin Dong 001; Christos Faloutsos; Lei Li 005; Seungwhan Moon (EMNLP (Findings), 2024)

Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? - Kai Sun; Yifan Ethan Xu; Hanwen Zha; Yue Liu; Xin Luna Dong (NAACL-HLT, 2024)

CRAG - Comprehensive RAG Benchmark. - Xiao Yang; Kai Sun; Hao Xin; Yushi Sun; Nikita Bhalla; Xiangsen Chen; Sajal Choudhary; Rongze Daniel Gui; Ziran Will Jiang; Ziyu Jiang; Lingkun Kong; Brian Moran; et al. (CoRR, 2024)

Are Large Language Models a Good Replacement of Taxonomies? - Yushi Sun; Hao Xin; Kai Sun; Yifan Ethan Xu; Xiao Yang; Xin Luna Dong; Nan Tang 001; Lei Chen 002 (CoRR, 2024)

KDD Cup CRAG competition: Systems, Findings and Learnings. - Xiao Yang; Yifan Ethan Xu; Kai Sun; Jiaqi Wang; Lingkun Kong; Wen-tau Yih; Xin Luna Dong (IEEE Data Eng. Bull., 2024)

ConfQA: Answer Only If You Are Confident. - Yin Huang; Yifan Ethan Xu; Kai Sun; Vera Yan; Alicia Sun; Haidar Khan; Jimmy Nguyen; Mohammad Kachuee; Zhaojiang Lin; Yue Liu; Aaron Colak; Anuj Kumar; et al. (CoRR, 2025)