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Showing papers from Alibaba Group Show all papers

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NeurIPS 2026Shanghai JiaotongTianjinAlibaba GroupAMAP, Alibaba GroupMeituanText-to-image

Breaking the Static: Dynamic Text Conditioning for Diverse Image Generation

Meng Yu, Ruidong Chen, qingfeng shi, Yingmao Miao and 5 more

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

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NeurIPS 2026Westlake University / ZhejiangAlibaba GroupZhejiang University, TsinghuaSoutheastWestlakeDiffusion models

SpaG-DiT: Enhancing Spatial Grounding for Diffusion Transformers

Zongliang Wu, Benlei Cui, Longtao Huang, Xiaoqian Xia and 5 more

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

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NeurIPS 2026College of Computer Science and Alibaba GroupZhejiang University, TsinghuaBytedance ChinaVision-language models

C2FT: Enhancing Fine-Grained Perception in MLLMs via Confuse-then-Contrast Fine-Tuning

Shaoxuan He, Benlei Cui, Shikai Qiu, Yuwen Zhai and 4 more

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

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NeurIPS 2026Alibaba Token Hub, Alibaba GroupAlibaba GroupAlibabaDept. of Computer Sci. & EngU MichiganVision-language models

Despa: Resolving Spatial Collapse in VLMs via Depth-Grounded Geometry

Yujing Lou, Pingyi Chen, Shen Cao, Lubin Fan 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 2026U Science and Technology of ChinAlibaba GroupU BristolObject detection

RRL-HOI: Reflective Reinforcement Learning for Open-Vocabulary HOI Detection

Yongchao Xu, Jiawei Liu, Junfeng Wang, Yufei Zheng and 5 more

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

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NeurIPS 2026Tsinghua University, TsinghuaAlibaba GroupTsinghuaVideo generation

AEON: Unifying Video and 3D World Models

Weiqi Zhang, Wenyuan Zhang, Yu-Shen Liu, Junsheng Zhou

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

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NeurIPS 2026Institute of Information EngineeKey Laboratory of Intelligent InChinese Academy of SciencesInstitute of Computing TechnologAlibaba GroupInstruction tuning

ToPA: Block-wise Toeplitz Adaptation for Expressive and Efficient Fine-Tuning

Sicong Li, Qianqian Xu, Zhiyong Yang, Zitai Wang 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 2026Zhejiang GongshangAlibaba GroupZhejiang University, TsinghuaBytedance ChinaJailbreaks & red teaming

MMA-SafetyBench: A Benchmark for Multimodal Agent Safety Evaluation

Yuke Wang, Benlei Cui, Shen Pang, Xuemei Dong 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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NeurIPS 2026Beijing University of AeronauticAlibaba GroupShanghai Jiao TongHuawei Technologies Ltd.Beihang University, TsinghuaLLM evaluation & benchmarks

VeriScope: Measuring Verification-Ready Verilog Artifacts

Wei Zhang, Jian Yang, jiajun wu, Junhang Cheng and 3 more

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

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NeurIPS 2026Institute of Software, Chinese AU the Chinese Academy of ScienceBeijing University of AeronauticInstitute of Software, CASAlibaba GroupAgent benchmarks & environments

AutoDataBench: How Far Are LLM Agents from Autonomously Engineering Post-Training Data Pipelines?

Qiaoyu Tang, Hao Xiang, Le Yu, Yaojie Lu 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 2026Beijing University of Posts and Alibaba GroupEberhard-Karls-Universität TübinMeituanU New South WalesVision-language models

Concentrated Gradients Amplify Forgetting: Dominant-direction Projection for Continual Multimodal Learning

Chengxiang Huang, Haopeng Zhang, Yuzhe Han, Rui Dai 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 2026SJTUNankaiAlibaba GroupBeihangShanghai JiaotongDiffusion models

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion

Zhengrong Yue, Taihang Hu, Mengting Chen, Haiyu Zhang 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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NeurIPS 2026ZhejiangNanjingAlibaba GroupBeijing University of Chemical TZhejiang LabVision-language models

ALAM: Algebraically Consistent Latent Transitions for Vision-Language-Action Models

Zuojin Tang, Haoyun Liu, Xinyuan Chang, Changjie Wu and 10 more

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

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NeurIPS 2026HKUSTHong Kong University of Science Department of Computer Science aThe Hong Kong University of ScieThe Hong Kong University of ScieDeep RL

CPA: Efficient and Stable FP4 RL Training via Cross-Precision Alignment

Gu Gong, Yining Wei, Yuechen Tao, Tianyuan Wu and 10 more

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

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NeurIPS 2026Hong Kong University of Science Alibaba GroupZhejiangPekingShandongUnified multimodal models

WorldVLA: A Unified Vision-Language-Action and World Model

Jun CEN, Siteng Huang, Yuqian Yuan, Kehan Li and 10 more

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

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NeurIPS 2026Alibaba GroupNorthwestern PolytechnicalSoutheastZhejiangLazadaRL for LLMs

Stable and Granular Policy Optimization for Generative Recommendation

Muyu Zou, Haibo Xing, Hao Deng, Zhezheng Hao and 5 more

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

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NeurIPS 2026Independent ResearcherPekingAmazonCarnegie MellonU California, San DiegoWeb & GUI agents

From Click Imitation to Transition Equivalence: Rethinking Supervision for GUI Agents

Zhiming Lin, Tianxiang Xu, zizhao zhang, Yixue Liu 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 2026, Institute of automation, ChineInstitute of Automation, ChineseCASIAInstitute of automation, ChineseAlibaba GroupUnified multimodal models

A Unified Image and Video Encoder for Multimodal LLMs

Tongtian Yue, Zikang Liu, Longteng Guo, Handong Li and 8 more

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

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NeurIPS 2026TsinghuaAnt GroupAlibaba GroupTsinghua University, Tsinghua3D vision & reconstruction

Anchor3DGS: Feed-Forward 3D Gaussian Splatting with Compact Anchor-Based Representation

Sheng Ye, Jiangke Lin, Fudong Wang, Yi Yuan 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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NeurIPS 2026Hong Kong University of Science AlignBaseThe Hong Kong University of ScieAlibaba GroupTongjiAgent benchmarks & environments

Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows

Zixin CHEN, Peng Liu, Rui SHENG, Haobo Li and 5 more

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

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NeurIPS 2026Nanyang TechnologicalAlibaba GroupPekingMeituan3D generation

Plan4D: Generative Plannable 4D Worlds

Hangwei Zhang, Rujing Dang, Ruimin Lin, Jiahong Wu 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 2026Harbin Institute of technologyHarbin Institute of TechnologyAlibaba GroupSelf-supervised vision

HIFC-IQA: Train-Free Cross-Domain Image Quality Assessment via Dual-Process Cognition

Yu Li, Zhengran Shen, Puchao Zhou, Yachun Mi and 4 more

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

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NeurIPS 2026Institute of Computing TechnologMeta Platforms, IncAlibaba GroupIndependent ResearcherMicro-IntelligenceMultimodal reasoning

What if Agents Could Imagine? Reinforcing Open-Vocabulary HOI Comprehension through Generation

Zhenlong Yuan, Yue Wang, Jing Tang, Rui Chen and 8 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026Graph originU WaterlooroboeyeAlibaba GroupVideo-language models

TeMPO: Frame-Causal Token Compression for Efficient Video Large Language Model

Yingxin Lai, Bo Xu, Yun-ze Pan, Zhiliang Zhu 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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NeurIPS 2026PekingInstitute of automation, ChineseTencent Corporate Development GrAlibaba GroupAlibaba Inc.Exploration

Iterative Scarcity-Guided Exploration: Bootstrapping Generative Auto-bidding from Narrow Support

Qingmao Yao, Guangzheng Hu, Yusen Huo, Chu Xu 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 2026Shanghai JiaotongSouthern University of Science aAlibaba GroupInstitute of Artificial IntelligThe Hong Kong University of ScieDiffusion models

Z-Cache: Accelerating Diffusion Transformers via Self-Reflection

Zegang Cheng, Zhikai Wang, Jiacheng Liu, Xiaobing Tu and 7 more

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

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NeurIPS 2026SUN YAT-SEN UNIVERSITYAlibaba GroupKey Laboratory of Intelligent InU Chinese Academy of SciencesDiffusion models

Why DiT Models Underperform as Representation Learners without Long Skip Connections

Benyuan Meng, Yiliang Zhang, Jin-Wen Wu, Qianqian Xu and 2 more

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

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NeurIPS 2026Alibaba GroupBeijing University of AeronauticAlibabaVideo understanding

Hierarchical Adaptive Frame Sampling For Video Understanding

Y Ys, Daiqi Shi, Shuang Li, Liao Zhang 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 2026TsinghuaTsinghua University, TsinghuaNankaiBeijing UnionAlibaba GroupDeep RL

Feasible Policy Optimization for Safe Reinforcement Learning

Yujie Yang, Yuanxu Sun, Wenyu Li, Beiyan Jiang and 2 more

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

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NeurIPS 2026Shanghai Jiao Tongvivo Mobile Communication Co., LShanghai JiaotongAlibaba GroupU AlbertaDiffusion models

Opening the Black Box of Classifier-Free Guidance via Information Bottleneck

Jiayang Gao, Tianyi Zheng, Jiayang Zou, Fengxiang Yang and 4 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026SoutheastAlibaba GroupAnt GroupLong-context modeling

CutAttn: Discovering Cognitive Transition Layers for Efficient Long-Context Prefilling

Wentao Liu, Xiabao Wu, Yongchao Liu, Haitao 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 2026Alibaba GroupNanjingZhejiangCity University of Hong KongU RochesterDiffusion models

Rethinking Cross-Layer Information Routing in Diffusion Transformer

Chao Xu, Maohua Li, Qirui Li, Yixuan Xu and 8 more

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

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NeurIPS 2026Alibaba GroupAlibaba GroupQwen Team, Alibaba GroupVision-language models

MMCompass: Diagnosing Position Bias in Generative Multimodal Reward Models

Hongbo Zhao, Mingkun Yang, Yantao Liu, Yichang Zhang and 4 more

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

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NeurIPS 2026Mohamed bin Zayed University of Alibaba GroupAlibaba Inc.Sun Yat-senLLM agents & planning

VideoSailor: Navigating Video Deep Research via Trajectory-to-Policy Flywheel

Meng Cao, Pengfei Hu, Yingyao Wang, Chen Wang and 6 more

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

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NeurIPS 2026nanjing universityJIUTIAN ResearchNanjingChina Mobile Research InstituteThe Research Institution of ChinAlignment & preference optimization

SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment

zihan jia, Zhilin Dai, Zhengming Zhang, Min Yang and 8 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 Science and Technology of ChinAlibaba GroupU BristolSegmentation

PARI: Policy-Driven Active Residual Intervention for Weakly Supervised Point Cloud Segmentation

Wenhao Gao, Sen Tao, Jiawei Liu, Jiwei Feng and 6 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 the Chinese Academy of ScienceBeijing Humanoid Robot InnovatioBeijing University of Posts and Ant GroupInstitute of Automation of the CControllable generation

Anymotion: A Dataset, Benchmark, and Baseline for Controllable Human Motion Editing

Haiyang Yan, Jianxin Sun, Yuhan Wu, libin wang 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 2026U the Chinese Academy of ScienceZhejiangAlibaba GroupMeituanDiffusion models

Masked Generative Pretraining Improves Cross-Dataset Transfer in Pixel-Space Diffusion

Shu Wei, Jiachen Lei, Jiahong Wu, Xiangxiang Chu

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

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NeurIPS 2026McMasterAlibaba GroupImage restoration

CoScan: Multi-Scale Content-Adaptive Space-Filling Scans for Causal State-Space Image Restoration

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Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026Shanghai JiaotongSensetimeAnt GroupAlibaba GroupShanghai Jiao TongVision-language models

RUBRIC-MME: Real-User Behavior-grounded Rubric for Multimodal Interaction Capability Evaluation

Jiajie Teng, Jianping Jiang, Huiyu Duan, Jingdong Chen 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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