Bingsu He

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Tool Use & Agents (1)

Frequent co-authors

Haoran Zhang (1)Luxin Xu (1)Zhilin Wang (1)Runquan Gui (1)

Papers (1)

May 14, 2026

Haoran Zhang +131w ago

$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Current personal assistant agents struggle to anticipate and act on unstated user needs in long, complex workflows, revealing a critical gap between task completion and genuine proactivity.

Haoran Zhang, Luxin Xu, Zhilin Wang +11

Eval Frameworks & Benchmarks Natural Language Processing Tool Use & Agents

Search

Bingsu He

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)