Dan Zhang

32 papers Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
RECAP: REwriting Conversations for Intent Understanding in Agentic Planning.
EACL (Findings)
Kushan Mitra, Dan Zhang, Hannah Kim, Estevam Hruschka
2026 — conf
Verification-Aware Planning for Multi-Agent Systems.
EACL (Volume 1: Long Papers)
Tianyang Xu, Dan Zhang, Kushan Mitra, Estevam Hruschka
2025 — conf
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems.
EMNLP (System Demonstrations)
Hannah Kim, Kushan Mitra, Chen Shen, Dan Zhang, Estevam Hruschka
2025 J jnl
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems.
CoRR
Hannah Kim, Kushan Mitra, Chen Shen, Dan Zhang, Estevam Hruschka
2025 — conf
FactLens: Benchmarking Fine-Grained Fact Verification.
ACL (Findings)
Kushan Mitra, Dan Zhang, Sajjadur Rahman, Estevam Hruschka
2025 J jnl
Learning from Supervision with Semantic and Episodic Memory: A Reflective Approach to Agent Adaptation.
CoRR
Jackson Hassell, Dan Zhang, Hannah Kim, Tom M. Mitchell, Estevam Hruschka
2025 — conf
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI.
ICDEW
Eser Kandogan, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Sairam Gurajada, Estevam Hruschka
2025 J jnl
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI.
CoRR
Eser Kandogan, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Sairam Gurajada, Estevam Hruschka
2025 J jnl
RECAP: REwriting Conversations for Intent Understanding in Agentic Planning.
CoRR
Kushan Mitra, Dan Zhang, Hannah Kim, Estevam Hruschka
2025 J jnl
VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures.
CoRR
Yoo Yeon Sung, Hannah Kim, Dan Zhang
2025 J jnl
Verification-Aware Planning for Multi-Agent Systems.
CoRR
Tianyang Xu, Dan Zhang, Kushan Mitra, Estevam Hruschka
2024 J jnl
A Blueprint Architecture of Compound AI Systems for Enterprise.
CoRR
Eser Kandogan, Sajjadur Rahman, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Kushan Mitra, Sairam Gurajada, Pouya Pezeshkpour, Hayate Iso, Yanlin Feng, Hannah Kim, Chen Shen, Jin Wang, Estevam Hruschka
2024 J jnl
FactLens: Benchmarking Fine-Grained Fact Verification.
CoRR
Kushan Mitra, Dan Zhang, Sajjadur Rahman, Estevam Hruschka
2024 J jnl
Knowledge Acquisition and Integration with Expert-in-the-loop.
CoRR
Sajjadur Rahman, Frederick Choi, Hannah Kim, Dan Zhang, Estevam Hruschka
2024 — conf
LLM-assisted Labeling Function Generation for Semantic Type Detection.
VLDB Workshops
Chenjie Li, Dan Zhang, Jin Wang
2024 J jnl
LLM-assisted Labeling Function Generation for Semantic Type Detection.
CoRR
Chenjie Li, Dan Zhang, Jin Wang
2024 — conf
MEGAnno+: A Human-LLM Collaborative Annotation System.
EACL (Demonstrations)
Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang
2024 J jnl
MEGAnno+: A Human-LLM Collaborative Annotation System.
CoRR
Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang
2024 J jnl
Retrieval Augmented Generation in the Wild: A System 2 Perspective.
IEEE Data Eng. Bull.
Sajjadur Rahman, Dan Zhang, Nikita Bhutani, Estevam Hruschka, Eser Kandogan
2024 J jnl
Snippet-based Conversational Recommender System.
CoRR
Haibo Sun, Naoki Otani, Hannah Kim, Dan Zhang, Nikita Bhutani
2023 J jnl
MEGAnno: Exploratory Labeling for NLP in Computational Notebooks.
CoRR
Dan Zhang, Hannah Kim, Rafael Li Chen, Eser Kandogan, Estevam Hruschka
2023 J jnl
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.
Proc. VLDB Endow.
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
2023 J jnl
Towards Multifaceted Human-Centered AI.
CoRR
Sajjadur Rahman, Hannah Kim, Dan Zhang, Estevam Hruschka, Eser Kandogan
2023 — conf
Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks.
CHI Extended Abstracts
Frederick Choi, Sajjadur Rahman, Hannah Kim, Dan Zhang
2023 J jnl
Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks.
CoRR
Frederick Choi, Sajjadur Rahman, Hannah Kim, Dan Zhang
2023 — conf
Weedle: Composable Dashboard for Data-Centric NLP in Computational Notebooks.
WWW (Companion Volume)
Nahyun Kwon, Hannah Kim, Sajjadur Rahman, Dan Zhang, Estevam Hruschka
2022 — conf
Annotating Columns with Pre-trained Language Models.
SIGMOD Conference
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan
2022 — conf
Low-resource Interactive Active Labeling for Fine-tuning Language Models.
EMNLP (Findings)
Seiji Maekawa, Dan Zhang, Hannah Kim, Sajjadur Rahman, Estevam Hruschka
2022 J jnl
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.
CoRR
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
2021 J jnl
Annotating Columns with Pre-trained Language Models.
CoRR
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan
2020 J jnl
Sato: Contextual Semantic Type Detection in Tables.
Proc. VLDB Endow.
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çagatay Demiralp, Wang-Chiew Tan
2019 J jnl
Sato: Contextual Semantic Type Detection in Tables.
CoRR
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çagatay Demiralp, Wang-Chiew Tan