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2026 顶会论文

作者位次 #6/9ICML 2026Poster· General Machine Learning / Causality

Spiked-CFR: Causal Representation Learning from LLMs via Wasserstein Projection Pursuit

Fan Wang · Hengyu Yue · Yu Bowen · Weiming Liu · Zongxin Yang · Xuyun Zhang · Xiaolin Zheng · Chaochao Chen · Shuiguang Deng

可解释性OpenReview

作者位次 #7/9ICML 2026Poster

DRIVE: Best Data Scheduling Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

Speed Zhu · Chuheng Zhang · Jianwei Cai · Guang Chen · Lulu Wu · Xiaolong Xu · Xuyun Zhang · Saiyong Yang · Wiggin Zhou

强化学习与后训练代码OpenReview

作者位次 #9/10SIGIR 2026Oral· Information Retrieval (Full)

Fourier Kolmogorov-Arnold Network and Hypergraph Enhanced Contrastive Learning for Recommendation

Yuwen Liu · Lianyong Qi · Xucheng Zhou · Xingyuan Mao · Weiming Liu · Shuang Wang · Xiaolong Xu · Haolong Xiang · Xuyun Zhang · Wanchun Dou

摘要

Recommendation plays a crucial role in the modern Web ecosystem, powering personalized services across e-commerce, social platforms, and online content networks. To model complex user–item interactions in such Web environments, Graph Neural Networks (GNNs) have become a popular and effective appr...

对齐与偏好可解释性数据与预训练OpenReview

作者位次 #2/8KDD 2026Oral· Knowledge Discovery & Data Mining

EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning

Hengyu Zhang · Xuyun Zhang · Pengxiang Zhan · Linhao Luo · Hang Lv · Yanchao Tan · Shirui Pan · Carl Yang

推理检索与知识OpenReview

作者位次 #7/10AAAI 2026Poster· Artificial Intelligence

Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation

Yuwen Liu · Lianyong Qi · Xingyuan Mao · Weiming Liu · Xuhui Fan · Qiang Ni · Xuyun Zhang · Yang Zhang · Yuan Tian · Amin Beheshti

效率与系统长上下文与架构OpenReview

作者位次 #6/8AAAI 2026Poster· Artificial Intelligence

DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models

Hao Tian · Sheng Lu · Fuwen Tian · Guangming Cui · Zheng Li · Xuyun Zhang · Quan Z. Sheng · Wanchun Dou

效率与系统代码OpenReview

作者位次 #5/8AAAI 2026Poster· Artificial Intelligence

MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion

Haolong Xiang · Peisi Wang · Xiaolong Xu · Kun Yi · Xuyun Zhang · Quan Z. Sheng · Amin Beheshti · Wei Fan

多模态OpenReview

作者位次 #2/5AAAI 2026Poster· Artificial Intelligence

Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems

Xiaoxiao Chi · Xuyun Zhang · Yan Wang · Hongsheng Hu · Wanchun Dou

安全效率与系统OpenReview

Xuyun Zhang

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