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2026 顶会论文

作者位次 #3/3ICML 2026Poster· Applications / Chemistry, Physics, and Earth Sciences

Credible Information Subset Decomposition: An End-to-End Multi-fidelity Learning Model by Modeling Label Information

Sihan Wang · Wenjie Du · Yang Wang

OpenReview

作者位次 #3/3ICML 2026Poster· Applications / Chemistry, Physics, and Earth Sciences

SymSpectra: Symmetric Information Bottleneck Framework for Molecular Structure Recognition under Imbalanced Settings

Xiaohan Qin · Wenjie Du · Yang Wang

OpenReview

作者位次 #8/8ICML 2026Poster

Crisp: A Spectral-Based Interaction Strategy for Multivariate Time Series Forecasting

Binwu Wang · Gaoyun Lin · Jiaming Ma · Qihe Huang · Zhengyang Zhou · Xu Wang · Pengkun Wang · Yang Wang

OpenReview

作者位次 #5/5ICML 2026Poster· General Machine Learning / Supervised Learning

AES: Curing Optimizer Blindness in Long-Tailed Recognition via State-Aware Correction

Fanfu Wang · Jiachang Zhan · Zhiheng Gong · Pengkun Wang · Yang Wang

OpenReview

作者位次 #6/6ICML 2026Poster· Reinforcement Learning / Batch/Offline

Improving LLM-Based Recommenders with Conservative Generative Flow Networks

Xuan Yu · Feng Niu · Rui Zhu · Yudong Zhang · Xu Wang · Yang Wang

强化学习与后训练OpenReview

一作VLDB 2026Oral· Data Management (REG)

Cedar: A Columnar LSM-Engine for Temporal Property Graphs

Yang Wang · Xuelian Lin · Jinghe Song · Jianyong Zhu · Yu Zhao · Shuai Ma

OpenReview

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

Agile and Controllable Omnidirectional Fast-start Maneuvers of Robotic Fish via Bio-inspired Reinforcement Learning

Xu Huang · Xiaozhu Lin · Xiaopei Liu · Yang Wang

强化学习与后训练OpenReview

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

Deep Photonic Reservoir Computer Meets UAV Control: An ultra-fast learning-based compensator for agile flight in confined space

Qinxiao Ma · Ruiqian Li · Cheng Wang · Yang Wang

OpenReview

作者位次 #3/4CHI 2026Oral· Human-Computer Interaction

NatureCapture: Transforming Real-World Nature into Shared VR Experiences for Deepened Human-Nature Connection

Yidan Zhang · Yazhen Wu · Yang Wang · Zhuying Li

社会与人本OpenReview

作者位次 #13/14AAAI 2026Poster· Artificial Intelligence

FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning

Jiajun Cao · Qizhe Zhang · Peidong Jia · Xuhui Zhao · Bo Lan · Xiaoan Zhang · Lizhuo · Xiaobao Wei · Sixiang Chen · Liyun Li · Xianming Liu · Ming Lu · Yang Wang · Shanghang Zhang

效率与系统OpenReview

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

Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity

Guangtong Zhang · Bineng Zhong · Shirui Yang · Yang Wang · Tian Bai

多模态强化学习与后训练效率与系统OpenReview

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

Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing

Shichao Ma · Yunhe Guo · Jiahao Su · Qihe Huang · Zhengyang Zhou · Yang Wang

智能体与工具多模态OpenReview

Yang Wang

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2026 顶会论文

Credible Information Subset Decomposition: An End-to-End Multi-fidelity Learning Model by Modeling Label Information

SymSpectra: Symmetric Information Bottleneck Framework for Molecular Structure Recognition under Imbalanced Settings

Crisp: A Spectral-Based Interaction Strategy for Multivariate Time Series Forecasting

AES: Curing Optimizer Blindness in Long-Tailed Recognition via State-Aware Correction

Improving LLM-Based Recommenders with Conservative Generative Flow Networks

Cedar: A Columnar LSM-Engine for Temporal Property Graphs

Agile and Controllable Omnidirectional Fast-start Maneuvers of Robotic Fish via Bio-inspired Reinforcement Learning

Deep Photonic Reservoir Computer Meets UAV Control: An ultra-fast learning-based compensator for agile flight in confined space

NatureCapture: Transforming Real-World Nature into Shared VR Experiences for Deepened Human-Nature Connection

FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning

Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity

Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing

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