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Showing papers from Guangzhou University Show all papers

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NeurIPS 2026Huazhong University of Science aNanyang TechnologicalShanghai Artificial IntelligenceMohamed bin Zayed University of WuhanMultimodal hallucination

Object Hallucination Mitigation in Large Vision-Language Models via Self-Vision Dual Masking and Uncertainty-Triggered Assembly

Ziji Sheng, Guiyao Tie, Weidong Wang, Jiawen Shi and 7 more

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

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medium 1/10
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67%Highly rated
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NeurIPS 2026HubSpot, Inc.Huazhong University of Science aNanyang TechnologicalWuhanU WarwickAdversarial robustness

Cross-Model Transfer Attacks against Large Vision-Language Models via Model Diversity Enrichment and Stochastic Parameter Sampling

Zhenze Yang, Xiaowen Cai, Junhao Dong, Guangke Chen and 7 more

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

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lenient 1/5
medium 1/10
strict 0/5
57%Worth a look
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NeurIPS 2026GuangzhouJinanAdversarial robustness

Adversarial Attack and Defense for Machine Learning in Statistical Physics

Zhao-Rong Lai, Qiantong Liang, Jian Weng

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

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AI panel: 1 of 20 reviewers recommend it
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medium 0/10
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45%Niche pick
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NeurIPS 2026GuangzhouPekingDalian University of TechnologyWuhan University of Science and Meta, transfer & few-shot learning

Data-Efficient Learning for Constraint Satisfaction Problems via Relational Biases and Hard Axiom Clamping

Enqiang Zhu, Ke Wang, Yu Zhang, Shengzhi Wang and 2 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: 0 of 20 reviewers recommend it
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57%Worth a look
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NeurIPS 2026Dalian MaritimeGuangzhouOcean University of ChinaNortheasternPrivacy

LDPCache: Locally Differentially Private Multi-Query Processing with Cache Optimization for Large Language Models

Haoqiang Shi, Ning Wang, Chuan He, Qian Ma and 4 more

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

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67%Highly rated
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NeurIPS 2026Sun Yat-SenSUN YAT-SEN UNIVERSITYGuangzhouSingapore University of TechnoloNanyang TechnologicalAI oversight & deception

MLLM-Edit: Benchmarking Image Forgery Detection and Localization under MLLM-based Editing

Zeqin Yu, Ye Tian, Jian Zhang, Jiangqun Ni 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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2/20 AI panelreviewers recommend it

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AI panel: 2 of 20 reviewers recommend it
lenient 2/5
medium 0/10
strict 0/5
57%Worth a look
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NeurIPS 2026Hong Kong PolytechnicGuangzhouAI oversight & deception

DIBench: Benchmarking Decision Integrity of GUI-based Mobile Agents Under Deceptive Injections

Li Hu, Kanghua Mo, Yingbin Jin, Qingqing Ye and 1 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: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
71%Highly rated
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NeurIPS 2026GuangzhouZhejiangSoutheastDeep RL

Generative Actor-Critic with Soft Bridge Policies

SoftGAC proposes a soft generative actor-critic with stochastic bridge policies that expose a tractable MaxEnt objective via single-pass sampling, outperforming diffusion and flow baselines on continuous control with lower latency.

Ke He, Le He, Shunpu Tang, Yafei Wang and 1 more

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

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7/20 AI panelreviewers recommend it

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AI panel: 7 of 20 reviewers recommend it
lenient 2/5
medium 5/10
strict 0/5