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2026 顶会论文

作者位次 #8/11PPoPP 2026Oral· Parallel & Distributed Programming

ParDiff: Efficiently Parallelizing Reverse-Mode Automatic Differentiation with Direct Indexing

Shuhong Huang · Shizhi Tang · Yuan Wen · Huanqi Cao · Ruibai Tang · Yidong Chen · Jiping Yu · Yang Li · Chao Jiang · Limin Xiao · Jidong Zhai

效率与系统代码OpenReview

作者位次 #4/4ICML 2026Poster· Deep Learning / Foundation Models

KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation

Haoning Wang · Wenchao Yang · Shuai Shen · Yang Li

可解释性检索与知识OpenReview

一作CVPR 2026Poster· Computer Vision & Pattern Recognition

GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents

Yang Li · Yuchen Liu · Haoyu Lu · Zhiqiang Xia · Hongzhen Wang · Kaiyang Han · Changpeng Yang · Jinyang Wu · Jiaming Xu · Runyu Shi · Ying Huang

智能体与工具多模态评测与基准OpenReview 项目页

作者位次 #7/15CVPR 2026Poster· Computer Vision & Pattern Recognition

ProactiveMobile: A Comprehensive Benchmark for Boosting Proactive Intelligence On Mobile Devices

Dezhi Kong · Zhengzhao Feng · Qiliang Liang · D institute China-Beijing) · Haofei Sun · Changpeng Yang · Yang Li · Peng Zhou · Shuai Nie · Hongzhen Wang · Linfeng Zhou · Hao Jia · Jiaming Xu · Runyu Shi · Ying Huang

多模态评测与基准OpenReview 项目页

一作KDD 2026Oral· Knowledge Discovery & Data Mining

scCotag: Prior-Informed Co-Optimal Transport for Robust Single-Cell Multi-Omics Integration

Yang Li · Yuting Tan · Rui Chen · Xin Maizie Zhou · You Chen · Yuankai Huo · Xingyi Guo · Anshul Tiwari · Zhexing Wen · Xue Zhong · Bradley A. Malin · Bingshan Li · Zhijun Yin

检索与知识OpenReview

作者位次 #6/7ICRA 2026Oral· Robotics & Automation

Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation

Xiangyi Wei · Haotian Zhang · Xinyi Cao · Siyu Xie · Weifeng Ge · Yang Li · Changbo Wang

多模态OpenReview

作者位次 #4/6ICRA 2026Oral· Robotics & Automation

Learning End-to-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation

Yu Cui · Yujian Zhang · Lina Tao · Yang Li · Xinyu Yi · Zhibin Li

效率与系统OpenReview

作者位次 #5/7ICRA 2026Oral· Robotics & Automation

DemoBot: Efficient Learning of Bimanual Manipulation with Dexterous Hands From Third-Person Human Videos

Yucheng Xu · Xiaofeng Mao · Elle Miller · Xinyu Yi · Yang Li · Zhibin Li · Robert B. Fisher

多模态效率与系统社会与人本OpenReview

作者位次 #2/6ICRA 2026Oral· Robotics & Automation

Trailer-aware End-to-end Autonomous Driving for Tractor-Trailers with Deep Reinforcement Learning

Congfei Li · Yang Li · Peigen Liu · Rongqi Gu · Zuolei Sun · Yuxiang Sun

强化学习与后训练OpenReview

作者位次 #2/2AAAI 2026Poster· Artificial Intelligence

DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition

Baiqiang Wu · Yang Li

多模态长上下文与架构OpenReview

作者位次 #3/9AAAI 2026Poster· Artificial Intelligence

Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting

Yijia Guo · Wenkai Huang · Yang Li · Gaolei Li · Hang Zhang · Liwen Hu · Jianhua Li · Tiejun Huang · Lei Ma

OpenReview

作者位次 #4/5AAAI 2026Poster· Artificial Intelligence

FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation

Zhenzhe Hou · Xiaohui Chu · Runze Hu · Yang Li · Yutao Liu

可解释性多模态OpenReview

作者位次 #5/5AAAI 2026Poster· Artificial Intelligence

GT2-GS: Geometry-aware Texture Transfer for Gaussian Splatting

Wenjie Liu · Zhongliang Liu · Junwei Shu · Changbo Wang · Yang Li

OpenReview

作者位次 #6/6AAAI 2026Poster· Artificial Intelligence

HyperDiag: Temporal-Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis

Yulan Ma · Fangkun Li · Wenchao Yang · Qian Si · Chenglong Yu · Yang Li

OpenReview

作者位次 #4/7AAAI 2026Poster· Artificial Intelligence

SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability

Jiankang Wang · Zhihan Zhang · Zhihang Liu · Yang Li · Jiannan Ge · Hongtao Xie · Yongdong Zhang

多模态OpenReview

作者位次 #4/12AAAI 2026Poster· Artificial Intelligence

Deeply Seeking Boundary for Lunar Regolith Segmentation

Yifeng Wang · Lingxin Wang · Lu Zhang · Yang Li · Chao Xu · Weiwei Zhang · Junyue Tang · Yanhong Zheng · Yong Pang · Shengyuan Jiang · Yi Zhao · Zongquan Deng

OpenReview

作者位次 #6/6AAAI 2026Poster· Artificial Intelligence

Target-Balanced Score Distillation

Zhou Xu · Qi Wang · Yuxiao Yang · Luyuan Zhang · Zhang Liang · Yang Li

强化学习与后训练OpenReview

作者位次 #3/4AAAI 2026Poster· Artificial Intelligence

PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure

Ke Jia · Yuheng Ma · Yang Li · Feifei Wang

安全OpenReview

作者位次 #3/7AAAI 2026Poster· Artificial Intelligence

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation

Zhenyu Bi · Gaurav Srivastava · Yang Li · Swastik Roy · Meng Lu · Morteza Ziyadi · Xuan Wang

评测与基准推理OpenReview

作者位次 #5/20AAAI 2026Poster· Artificial Intelligence

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction

Jun Xu · Xinkai Du · Yu Ao · Peilong Zhao · Yang Li · Ling Zhong · Lin Yuan · Zhongpu Bo · Xiaorui Wang · Mengshu Sun · Zhengke Gui · Dalong Zhang · ZhaoYang Wang · Qiwei Wang · Yangyang Hou · ZhiYing Yi · Haofen Wang · Huajun Chen · Lei Liang · Jun Zhou

检索与知识OpenReview

作者位次 #5/12AAAI 2026Poster· Artificial Intelligence

From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

Changpeng Yang · Jinyang Wu · Yuchen Liu · Shuai Zhang · Yang Li · Qiliang Liang · Hongzhen Wang · Shuai Nie · Jiaming Xu · Runyu Shi · Ying Huang · Guoquan Zhang

推理可解释性理论与学习动力学OpenReview

Yang Li

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2026 顶会论文

ParDiff: Efficiently Parallelizing Reverse-Mode Automatic Differentiation with Direct Indexing

KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation

GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents

ProactiveMobile: A Comprehensive Benchmark for Boosting Proactive Intelligence On Mobile Devices

scCotag: Prior-Informed Co-Optimal Transport for Robust Single-Cell Multi-Omics Integration

Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation

Learning End-to-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation

DemoBot: Efficient Learning of Bimanual Manipulation with Dexterous Hands From Third-Person Human Videos

Trailer-aware End-to-end Autonomous Driving for Tractor-Trailers with Deep Reinforcement Learning

DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition

Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting

FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation

GT2-GS: Geometry-aware Texture Transfer for Gaussian Splatting

HyperDiag: Temporal-Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis

SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability

Deeply Seeking Boundary for Lunar Regolith Segmentation

Target-Balanced Score Distillation

PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction

From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

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