Sato: Contextual Semantic Type Detection in Tables. - Dan Zhang 025; Yoshihiko Suhara; Jinfeng Li; Madelon Hulsebos; Çagatay Demiralp; Wang-Chiew Tan (Proc. VLDB Endow., 2020)

Low-resource Interactive Active Labeling for Fine-tuning Language Models. - Seiji Maekawa; Dan Zhang 025; Hannah Kim 001; Sajjadur Rahman; Estevam Hruschka (EMNLP (Findings), 2022)

Annotating Columns with Pre-trained Language Models. - Yoshihiko Suhara; Jinfeng Li; Yuliang Li 001; Dan Zhang 025; Çagatay Demiralp; Chen Chen 111; Wang-Chiew Tan (SIGMOD Conference, 2022)

Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks. - Frederick Choi; Sajjadur Rahman; Hannah Kim 001; Dan Zhang 025 (CHI Extended Abstracts, 2023)

Weedle: Composable Dashboard for Data-Centric NLP in Computational Notebooks. - Nahyun Kwon; Hannah Kim 001; Sajjadur Rahman; Dan Zhang 025; Estevam Hruschka (WWW (Companion Volume), 2023)

MEGAnno: Exploratory Labeling for NLP in Computational Notebooks. - Dan Zhang 025; Hannah Kim 001; Rafael Li Chen; Eser Kandogan; Estevam Hruschka (CoRR, 2023)

Towards Multifaceted Human-Centered AI. - Sajjadur Rahman; Hannah Kim 001; Dan Zhang 025; Estevam Hruschka; Eser Kandogan (CoRR, 2023)

Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning. - Grace Fan; Jin Wang 007; Yuliang Li 001; Dan Zhang 025; Renée J. Miller (Proc. VLDB Endow., 2023)

MEGAnno+: A Human-LLM Collaborative Annotation System. - Hannah Kim 001; Kushan Mitra; Rafael Li Chen; Sajjadur Rahman; Dan Zhang 025 (EACL (Demonstrations), 2024)

LLM-assisted Labeling Function Generation for Semantic Type Detection. - Chenjie Li; Dan Zhang 025; Jin Wang 007 (VLDB Workshops, 2024)

Knowledge Acquisition and Integration with Expert-in-the-loop. - Sajjadur Rahman; Frederick Choi; Hannah Kim 001; Dan Zhang 025; Estevam Hruschka (CoRR, 2024)

A Blueprint Architecture of Compound AI Systems for Enterprise. - Eser Kandogan; Sajjadur Rahman; Nikita Bhutani; Dan Zhang 025; Rafael Li Chen; Kushan Mitra; Sairam Gurajada; Pouya Pezeshkpour; Hayate Iso; Yanlin Feng; Hannah Kim 001; Chen Shen 009; et al. (CoRR, 2024)

Snippet-based Conversational Recommender System. - Haibo Sun; Naoki Otani; Hannah Kim 001; Dan Zhang 025; Nikita Bhutani (CoRR, 2024)

Retrieval Augmented Generation in the Wild: A System 2 Perspective. - Sajjadur Rahman; Dan Zhang 025; Nikita Bhutani; Estevam Hruschka; Eser Kandogan (IEEE Data Eng. Bull., 2024)

FactLens: Benchmarking Fine-Grained Fact Verification. - Kushan Mitra; Dan Zhang 025; Sajjadur Rahman; Estevam Hruschka (ACL (Findings), 2025)

Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI. - Eser Kandogan; Nikita Bhutani; Dan Zhang 025; Rafael Li Chen; Sairam Gurajada; Estevam Hruschka (ICDEW, 2025)

VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures. - Yoo Yeon Sung; Hannah Kim 001; Dan Zhang 025 (CoRR, 2025)