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Showing papers from Northwest Polytechnical University Xi'an Show all papers

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NeurIPS 2026Northwestern PolytechnicalNorthwest Polytechnical UniversiBehavior & reasoning editing

PACE: Partial-state Amortized Constraint Editing for Neural Combinatorial Optimization

Bohao Li, Chenhao Yuan, Ying Li, Pei He and 1 more

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

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NeurIPS 2026Northwest Polytechnical UniversiXi'an JiaotongRepresentation & contrastive learning

CASAM: Consistency-Anchored Sharpness-Aware Minimization for Improved Model Generalization

Chengli Tan, Tianyu Wang, Junmin Liu, Yong Xu

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

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NeurIPS 2026Northwestern PolytechnicalNorthwest Polytechnical UniversiTest-time compute

Relaxation-Aligned State Control for Test-Time Scaling in Generative Combinatorial Optimization

Bohao Li, Ying Li, Pei He, Yangming Guo

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

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NeurIPS 2026Northwestern PolytechnicalHong Kong University of Science Northwestern Polytechnical UniveNorthwest Polytechnical UniversiHong Kong University of Science Vision-language models

Where to Connect? Boosting MLLMs via Dynamic Gated Pathways across ALL ViT and LLM Layers

Yingying Yan, Jiaqi Tang, Wei Wei, Qianzhou Wang and 6 more

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

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NeurIPS 2026TsinghuaNorthwest Polytechnical UniversiInstitute of automation, ChinesePengcheng LabWeather & climate

OroPrecipBench: a km-scale benchmark for spatial precipitation downscaling over complex terrain

Hongyi Chen, Xiaokai Yan, Jiadong Zhang, Jingtao Ding and 3 more

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

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NeurIPS 2026Northwestern PolytechnicalNorthwest Polytechnical UniversiNorthwest PolytechnicalGraphs & LLMs

GADMVP: Adaptive Few-Shot Graph-Level Anomaly Detection with Multi-View Structured Prompting

Xiaolin Han, Xiurui Hu, Lingyun Song, Yudai Pan 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 2026Nanyang TechnologicalSenseTime InternationalNorthwest Polytechnical UniversiRopediaS-Lab, Nanyang TechnologicalVision-language-action models

Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

Runmao Yao, Kairui Hu, Yukang Cao, Ruisi Wang and 10 more

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

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NeurIPS 2026Northwestern PolytechnicalNorthwest Polytechnical UniversiCode generation

ASAP: Assembly-Source Aligned Pseudocode Refinement For Binary Decompilation

Yujian Zhuang, Dehong Gao, Qichao Zhang, QiJing Lai and 3 more

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

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NeurIPS 2026OralU MacauNorthwest Polytechnical UniversiXidianU Texas ArlingtonGraph neural networks

Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering

Zhoumin Lu, Yongbo Yu, Yu Duan, Feiping Nie and 1 more

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

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NeurIPS 2026Harbin Institute of TechnologyHuawei Technologies Ltd.Northwest Polytechnical UniversiHuaweiAcademy of Cyber, China electronRL for LLMs

Unveiling Entropy-Performance Decoupling in Agentic RL for Tool-Integrated Reasoning

Yirong Zeng, Shen You, Yufei Liu, Hao Cong and 9 more

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

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NeurIPS 2026Huawei Technologies Ltd.Harbin Institute of TechnologySichuanNorthwest Polytechnical UniversiHuaweiAgent benchmarks & environments

ClawBenchPro: Benchmarking How Well Agent Harnesses Work

Yufei Liu, Yirong Zeng, Yuxiang He, Yutai Hou and 9 more

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

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NeurIPS 2026Huazhong University of Science aAlibaba GroupShanghai JiaotongNorthwest Polytechnical UniversiShanghai Institution of PancreatMedical imaging

Reinforcement learning enhanced flow matching for reference-based tumor generation on unpaired CT images

Xiaoxuan Gong, Zhilin Zheng, Tiancheng Lin, Qinji Yu and 8 more

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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AI panel: 2 of 20 reviewers recommend it
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NeurIPS 2026ZhejiangVivoU Science and Technology of ChinNorthwest Polytechnical UniversiHangzhou VIVO Information TechnoImage editing

FlashRelight: Portrait Video Relighting with Dynamic Lighting

Jiahui Sheng, Le Li, Limin Lin, Jiahao Li and 5 more

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

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NeurIPS 2026Institute of automation, ChineseNorthwest Polytechnical UniversiTsinghuaBeijing JiaotongTsinghua University, TsinghuaImage recognition

Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning

Fanhu Zeng, Zhicong Luo, Zefan Wang, Li You and 2 more

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

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NeurIPS 2026Tsinghua University, TsinghuaHunanDalian MartimeThe Chinese University of Hong KTsinghuaUnified multimodal models

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization

DCVD jointly detects vulnerable functions and localizes vulnerable statements via dual-channel cross-modal fusion with explicit multi-granularity supervision, outperforming state-of-the-art baselines.

Wenxin Tang, Wenbin Li, Junliang Liu, Jingyu Xiao and 9 more

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

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AI panel: 9 of 20 reviewers recommend it
lenient 5/5
medium 4/10
strict 0/5
83%Must read
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NeurIPS 2026Beijing University of AeronauticBeihangNorthwest Polytechnical UniversiU Chinese Academy of SciencesAlibaba GroupWeb & GUI agents

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models

MIRAGE learns continuous latent reasoning for mobile agents, cutting decoded tokens 75% while matching explicit chain-of-thought accuracy and improving baselines up to 10.2 points via generative world modeling.

Zhichao Yang, Yuanze Hu, Haojie Hao, Longkun Hao and 6 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: 13 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 0/5
80%Must read
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NeurIPS 2026Horizon RoboticsNorthwest Polytechnical UniversinwpuNanyang TechnologicalXidian3D vision & reconstruction

IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer

IGGT4D is a streaming transformer that incrementally reconstructs long dynamic 4D scenes with consistent geometry and instance tracking from video, surpassing existing online baselines.

Zhengyu Zou, Hao Li, kuixuan jiao, Liu.Liu and 6 more

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

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 1/5
92%Must read
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NeurIPS 2026Hong Kong University of Science Northwest Polytechnical UniversiNorthwestern PolytechnicalNanyang TechnologicalSoutheast3D vision & reconstruction

SpatialBench: Is Your Spatial Foundation Model an All-Round Player

SpatialBench evaluates 41 spatial foundation models across 19 datasets and finds none are all-round players, with full-context attention maximizing accuracy and domain alignment exceeding scaling for embodied tasks, plus it introduces DA-Next-5M and DA-Next.

Haosong Peng, Hao Li, jiaqi chen, Yuhao Pan and 9 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 69 on Hugging Face · Code ★ 138

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AI panel: 19 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 4/5