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Showing papers from Nanjing University of Aeronautics and Astronautics Show all papers

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NeurIPS 2026Taiyuan University of TechnologySpace EngineerSpace Engineering University Nanjing University of AeronauticNational University of Defense T3D vision & reconstruction

Spik-NeRF v2: Pushing the Limit of Spiking Neural Radiance Fields with $ \pm $I-LIF

Chen Cheng, Qinlong Lan, Gang Wan, Hao Guo and 4 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026ShiheziNanjing University of AeronauticDistribution shift & OOD detection

Decoupling Label Shift and Surrogate Gradient Errors for Robust Federated Spiking Neural Networks

Zouquan Chen, Yifei Yang, Lidong Zheng, Zhiming Fang and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Nanjing University of AeronauticNanjing University of AeronauticCentral China NormalCarnegie MellonFlow matching

ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling

Yuang Liu, Zhi Zuo, Zhengkai Zhao, Lirui Zhang and 3 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026College of Computer Science and Nanjing University of AeronauticU Osaka / RIKEN AIPNanjing University of AeronauticOffline RL

Value-Rectified Distillation for Flow-based Offline Reinforcement Learning

Ke Jiang, Wen Jiang, Yoshinobu Kawahara, Xiaoyang Tan

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Nanjing University of AeronauticBirkbeck College, University of Long-context modeling

Context as Low-Rank Weights: Bounded Parametric Dynamic Memory for Unbounded Context

Xiangyu Zhang, Yu Zhou, Taolue Chen

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Nanjing University of AeronauticYangzhouImage recognition

Graph-Enhanced Attribute-Aware Modeling for Cloth-Changing Person Re-Identification

Yongkang Ding, Zi Ye, Tiantian Gong, Liyan Zhang

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U Science and Technology of ChinShanghai Artificial IntelligenceNanjing University of AeronauticHong Kong University of Science Vision-language-action models

$\text{A}^3$-VLA: Automatic Perception-Guided Attention Alignment for Robot Manipulation

Shengzhe Zhang, Qi Zhang, Dazhong Shen, Chao Wang and 2 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Nanyang Technological universitySoutheastNanjing University of AeronauticU MacauLLM agents & planning

Predicting What Changes: Causal Delta World Models for Risk-Aware LLM Agent Planning

Guo Yue, YANG LIU, Donghui Zhang, Tang Qingkang and 2 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Nanyang Technological universitySoutheastNanjing University of AeronauticU MacauRL for LLMs

DACE RL for Compute Efficient Reinforcement Learning in Small Model Reasoning

Guo Yue, YANG LIU, Tang Qingkang, Donghui Zhang and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U Science and Technology of ChinNanjing University of AeronauticHohaiCASMedical imaging

CycleSpectra: Cyclic Motion Spectra for Phase-Queryable 4D Cardiac Reconstruction

Xueming Fu, Xin Li, Lixia Han, Ao Shen and 3 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SoutheastTongjiNanjing University of AeronauticPose & motion

Towards Complementary Keypoint Detection via Mixture of Detectors

Xiaoyong Lu, Guobao Xiao, Dong Liang, Songlin Du

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026SUN YAT-SEN UNIVERSITYChinese University of Hong KongThe Chinese University of Hong KNanjing University of AeronauticSouthwest JiaotongMultimodal reasoning

AgroOmni: A Large-Scale Multi-view Agricultural Dataset for Cross-Scale Multimodal Reasoning

AgroOmni introduces 288K multi-view agricultural VQA pairs across scales, and AgroNVILA achieves state-of-the-art 62.32% on AgroMind while demonstrating strong cross-scale generalization.

Jiarui Zhang, Junqi Hu, Zurong Mai, Yang Liu and 9 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 10/10
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91%Must read
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NeurIPS 2026OralNanjing University of AeronauticZhejiangZhejiang LabJailbreaks & red teaming

LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments

LITMUS benchmarks LLM agent behavioral jailbreaks in real OS environments, revealing agents execute 40.64% of high-risk operations despite refusals and suffer pervasive execution hallucination.

Chiyu Zhang, Huiqin Yang, Bendong Jiang, Xiaolei Zhang and 7 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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AI panel: 17 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 4/5
76%Highly rated
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NeurIPS 2026SpotlightTianjinNanyang TechnologicalNanjing University of AeronauticVision-language models

Neural‑Visual Decoding via Cognitive‑guided Adaptive Blurring and Information‑Constrained Alignment

CAIA improves EEG visual decoding by cognitively guided adaptive blurring and information-constrained alignment, significantly boosting zero-shot brain-to-image retrieval accuracy.

Fan Yin, Chuhang Zheng, Peiliang Gong, Donghai Guan and 1 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 10 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 0/5