Tianle Zhou

Columbia University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Tool Use & Agents (1)Eval Frameworks & Benchmarks (1)Recommendation & Information Retrieval (1)

Frequent co-authors

Haonan Wang (2)Yusen Zhang (2)Eugene Wu (2)Elaine Ang (1)

Papers (2)

Jul 8, 2026

Agentic Data Environments

Transforming data systems from passive repositories into active agents could redefine the landscape of autonomous automation and its safety protocols.

Elaine Ang, Chenxi Huang, Georgios Liargkovas +12

Constitutional AI & AI Ethics Tool Use & Agents

Jun 9, 2026

Jun 9, 2026·also Barnard College, D point cloud and, NYU

LakeQA: An Exploratory QA Benchmark over a Million-Scale Data Lake

Even state-of-the-art LLMs like GPT-5.2 falter in LakeQA, scoring just 18.37% on a benchmark that demands both searching and multi-hop reasoning.

Haonan Wang, Jiaxiang Liu, Yurong Liu +10

Eval Frameworks & Benchmarks Recommendation & Information Retrieval

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Tianle Zhou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)