2026 顶会论文
11作者位次 #10/10UbiComp 2026Journal· Ubiquitous & Pervasive Computing
AlignDual: Real-Time Multimodal 3D Detection on Resource-Constraint Edge Device via Inter-Stream Cooperation
Yong Zhu · Zhenyu Wen · Tao Wang · Zihua Yang · Xiaoli Zhang · Zhen Hong · Bin Qian · Shibo He · Liping Qian · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)
作者位次 #7/10NeurIPS 2026Poster· Social Aspects / Fairness, Equity, Justice and Safety
Internal Safety Collapse in Frontier Large Language Models
Oscar W · Xiao Liu · Hanxun Huang · Yige Li · Xiang Zheng · Yifeng Gao · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Bo Li · Xingjun Ma · Yu-Gang Jiang
作者位次 #7/8NeurIPS 2026Poster
Spark: Path-Aware Experiential Self-Evolution for VLMs Spatiotemporal Reasoning
Chengzhengxu Li · Xiaoming Liu · Zhaohan Zhang · Yu Lan · Zicheng Zhao · Bingxiang Wang · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Chao Shen
作者位次 #5/6NeurIPS 2026Poster· General Machine Learning / Everything Else
Permutation Sensitivity in t-SVD-based Multi-view Clustering
Jintian Ji · Yanjun Zhang · He Zhang · Leo Yu Zhang · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Shirui Pan
作者位次 #6/7NeurIPS 2026Poster· Social Aspects / Accountability, Transparency and Interpretability
Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation-Level Enforcement
Xutao Mao · Jianing Zhu · Jinman Zhao · Tongliang Liu · Xiaowen Chu · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Bo Han
作者位次 #5/6SIGIR 2026Oral· Information Retrieval (Full)
Denoise and Align: Diffusion-Driven Foreground Knowledge Prompting for Open-Vocabulary Temporal Action Detection
Sa Zhu · Wanqian Zhang · Lin Wang · Jinchao Zhang · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Bo Li
摘要
Open-Vocabulary Temporal Action Detection (OV-TAD) aims to localize and classify action segments of unseen categories in untrimmed videos, where effective alignment between action semantics and video representations is critical for accurate detection. However, existing methods struggle to mitigat...
一作SIGIR 2026Oral· Information Retrieval (Full)
RES-MR: Risk-Aware Reasoning for Explainable and Safe Medication Recommendation
Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science) · Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science) · Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science) · Yishuo Li (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Wenpeng Lu (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Huilin Gu · Wenpeng Lu (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science)
摘要
Medication recommendations seek to deliver personalized drug combinations based on patients' clinical information, where ensuring transparent decision-making and personalized safety are of paramount importance. However, existing approaches predominantly operate as ''black boxes'', offering limite...
作者位次 #3/4VLDB 2026Oral· Data Management (REG)
Doppio: Communication-Efficient and Secure Multi-Party Shuffle Differential Privacy
Wentao Dong · Yang Cao · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Wei-Bin Lee
作者位次 #7/8AAAI 2026Poster· Artificial Intelligence
RFF-TTA: Physical Information-Aware Prototype for Temporally Varying RF Fingerprinting Online Test-Time-Adaptation
Taotao Li · Yiyang Li · Zhenyu Wen · Jiahao Lin · Jinhao Wan · Jie Su · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Zhen Hong
作者位次 #4/4AAAI 2026Poster· Artificial Intelligence
Beyond Single-Point Perturbation: A Hierarchical, Manifold-Aware Approach to Diffusion Attacks
Zhijie Wang · Lin Wang · Zhenyu Wen · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)
作者位次 #4/7AAAI 2026Poster· Artificial Intelligence
HQ-SVC: Towards High-Quality Zero-Shot Singing Voice Conversion in Low-Resource Scenarios
Bingsong Bai · Yizhong Geng · Fengping Wang · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Puyuan Guo · Yingming Gao · Ya Li