Bingbing Liu

R&D Manager, Huawei Technologies Ltd.

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

SQS: Enhancing Sparse Perception Models via Query-based Splatting in Autonomous Driving

#5004 Spotlight · Haiming Zhang, Yiyao Zhu, Wending Zhou, Xu Yan, Yingjie CAI, Bingbing Liu, Shuguang Cui, Zhen Li

Poster Session 4

1 paper

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

Exhibit Hall C,D,E

Prioritizing Perception-Guided Self-Supervision: A New Paradigm for Causal Modeling in End-to-End Autonomous Driving

#4707 · Yi Huang, zhan qu, Lihui Jiang, Bingbing Liu, Hongbo Zhang

We prioritize Perception-Guided Self-Supervision (PGS) as a new paradigm for causal modeling in end-to-end autonomous driving, achieving SOTA closed-loop results.