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LINGMING ZHANG

Associate Professor, University of Illinois Urbana-Champaign

3 papers at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks

#2506 · Hwiwon Lee, Ziqi Zhang, Hanxiao Lu, LINGMING ZHANG

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

#414 · Yuxiang Wei, Olivier Duchenne, Jade Copet, Quentin Carbonneaux, LINGMING ZHANG, Daniel Fried, Gabriel Synnaeve, Rishabh Singh, Sida Wang

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

PurpCode: Reasoning for Safer Code Generation

#2400 · Jiawei Liu, Nirav Diwan, Zhe Wang, Haoyu Zhai, Xiaona Zhou, Kiet A. Nguyen, Tianjiao Yu, Muntasir Wahed, Yinlin Deng, hadjer Benkraouda, Yuxiang Wei, LINGMING ZHANG, Ismini Lourentzou, Gang Wang

We introduce PurpCode, the first post-training recipe for training safe code reasoning models using Deliberative Alignment.