Shuofei Qiao
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1AI×1NLP×1Multiagent×1
Frequent co-authors
Research Timeline
2026
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
The paper introduces LongDS, a new benchmark for long-horizon, multi-turn data analysis, demonstrating that current AI agents struggle significantly with maintaining and updating complex analytical states over extended interactions.
Highlighted terms show continued research focus across papers
Papers
cs.LGcs.AIcs.CLRecentMay 28, 2026
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
Kewei Xu, Xiaoben Lu, Shuofei Qiao, Zihan Ding +3 more
The paper introduces LongDS, a new benchmark for long-horizon, multi-turn data analysis, demonstrating that current AI agents struggle significantly with maintaining and updating complex analytical st…
View →