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Showing papers from University of Macau Show all papers

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NeurIPS 2026U MacauLLM agents & planning

Med-Agentic: Distilling Agentic Medical Reasoning with Internalized Meta-Capabilities

Yucheng Zhou, Junwei Sheng, Jianbing Shen

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

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NeurIPS 2026Saarland University, UniversitätTianjin University of TechnologyU MacauU ExeterExplainable AI

Interpretable but Fragile? Robustness of Concept Bottlenecks under Geometric-Semantic Perturbations

Hanwei Zhang, Tianma Hu, Gaojie Jin, Xu Cheng and 1 more

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

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NeurIPS 2026beijing institute of technologyBeijing Institute of TechnologyShandongU MacauRemote sensing

In-Context Learning for Remote Sensing Vision: A Semantic-Aware Rotation-Robust Diffusion Framework

jing geng, Chuanlong Zhang, Jiayi Su, Wencheng Han

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026The University of EdinburghU MacauThe Chinese University of Hong KMulti-agent LLM systems

Veri-Sure: Multi-Agent RTL Code Generation with Temporal Tracing, Slicing and Formal Verification

Jiale Liu, Taiyu Zhou, Tianqi Jiang

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

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67%Highly rated
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NeurIPS 2026U Macauqianli-driveMegvii Technology Inc.Embodied agents

Explicit Geometric Chain-of-Thought for Vision-Language-Action in Autonomous Driving

Xingtai Gui, Yucheng Zhou, Dongqian Guo, jiahao gong and 2 more

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

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NeurIPS 2026U MacauShenzhen Institutes of Advanced RL for LLMs

SPRM: From Cooperative Games to Marginal-Contribution Process Reward Modeling

Yu Bao, Pak Lon Ip, Qiyu Ruan, Xitong Gao 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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NeurIPS 2026U MacauShenzhenU macauMulti-agent RL

CorridorLight: Cooperation as Task Negotiation with Causal Gating for Traffic Signal Control

Pak Lon Ip, Pengfei Ren, Yuteng Lin, Rongqin Chen 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 2026U MacauShanghai University of Finance aActive learning

Online Causal Configuration for Networked Systems via Doubly Robust Steady-State Learning

Yuli Liu, zhiheng zhang

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

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NeurIPS 2026WuhanU MacauShanghai Jiao TongBFH - Bern University of AppliedEfficient inference & serving

FELPS: Fair and Efficient Scheduling for Multi-LoRA Serving System

Yukai Ding, Chuang Hu, Fangcheng Fu, Xinyan Li and 5 more

Sydney Poster Session 4, Wed, Dec 9, 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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69%Highly rated
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NeurIPS 2026U Birmingham & Southern UnivSouthern University of Science aU MacauCity University of Hong KongThe University of TokyoInstruction tuning

Fine-tuning Does Not Reach All: Uneven Safety and Knowledge Dynamics in Language Models

Ziwei Wang, Xinwei Guo, Jiaxin Zhang, Guanhua Chen and 6 more

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

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lenient 1/5
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67%Highly rated
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NeurIPS 2026Chongqing University of Post andChongqing University of Posts &aU MacauChongqing University of Posts anWatermarking & AI-text detection

The road reaches every place, the short cut only one: Self-Adversarial Shortcut Mitigation for AI-Generated Image Detection

Haifeng Zhang, Qinghui He, Xiuli Bi, Bo Liu and 2 more

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

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67%Highly rated
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NeurIPS 2026Chongqing University of Post andChongqing University of Posts &aU MacauChongqing University of Posts anVision-language models

Too Aligned to be Real: Detecting AI-Generated Images via Cross-modal Alignment Shift

Haifeng Zhang, Qinghui He, Xiuli Bi, Bo Liu and 2 more

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

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NeurIPS 2026TianjinU MacauMacau University of Science and Institute of automation, ChineseZhejiangMulti-agent LLM systems

LocalAgent: Collaborative Agentic Verification for Fine-Grained Instance-Level Consistency

jiachen Guo, Xinshan Zhu, Boyun Wang, Yanyan Liang 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 2026ZhejiangZhejiang LabU MacauObject detection

Auto-Annotation with Expert-Crafted Guidelines: A Study through 3D LiDAR Detection Benchmark

Yechi Ma, Wei Hua, Shu Kong

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

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NeurIPS 2026U MacauPeking3D vision & reconstruction

BAT3R: Robust Online 3D Reconstruction with Bayesian Adaptive State Updates

Lijian Li, Yuanpeng He, Yudian Zheng, Chung-ju Huang and 5 more

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

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NeurIPS 2026U BristolCardiffU MacauBristol Robotics Laboratory, UniDeep RL

Learning to Search, Searching to Learn: A Closed-Loop Framework for Large-Scale Vehicle Routing

Yongji Fu, Yi Zhou, Gaojie Jin, Guanqun Cao

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

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NeurIPS 2026NUS Chongqing Research InstituteZhejiangThe Chinese University of Hong KU MacauNational University of SingaporeLLM reasoning & chain of thought

Illusory Pattern Perception Drives Spurious Inference in Large Language Models

Peihua Mai, Zhuoyan Shao, Xinbao Qiao, Meng Zhang 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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strict 1/5
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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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