Knowledge-guided course recommendation in MOOCs with cross-graph and forgetting-aware cross-attention.

Yangtao Zhou

Yangtao Zhou Qingshan Li Ruoyu Li Hua Chu Jianan Li 0003 Feifei Zhu Xiangming Li Chengyu Feng Wanqiang Yang Knowledge-guided course recommendation in MOOCs with cross-graph and forgetting-aware cross-attention. 2026 114768 193 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2026.114768 db/journals/asc/asc193.html#ZhouLLCLZLFY26 streams/journals/asc

Jingzhao Hu Wenjing Bi Yangtao Zhou Jiahui Zheng Shuai Zhang 0059 Hua Chu Lu Wang 0014 Qingshan Li Plang: Efficient prompt engineering language for blending natural language and control flow in large language models. 130118 2026 300 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130118 db/journals/eswa/eswa300.html#HuBZZZCWL26 streams/journals/eswa

Xiangming Li Qingshan Li Hua Chu Yangtao Zhou Jianan Li 0003 Wanqiang Yang SeeKRec: Toward Semantic-Empowered Knowledge-Aware Recommendation. DASFAA (1) 2026 308-323 conf/dasfaa/2026-1 https://doi.org/10.1007/978-981-92-0363-5_19 db/conf/dasfaa/dasfaa2026-1.html#LiLCZLY26 streams/conf/dasfaa Chengyu Feng Hua Chu Yangtao Zhou Zhenjiang Ding Jianan Li 0003 Qingshan Li Xiangming Li Zhongqi Lu Wanqiang Yang PreFact: Knowledge Propagation Regulating Network Toward Preferred Facts for Knowledge-Aware Recommendation. DASFAA (1) 2026 324-339 conf/dasfaa/2026-1 https://doi.org/10.1007/978-981-92-0363-5_20 db/conf/dasfaa/dasfaa2026-1.html#FengCZDLLLLY26 streams/conf/dasfaa Xiangming Li Hua Chu Chengyu Feng Jianan Li 0003 Yangtao Zhou Qingshan Li Wanqiang Yang A Spectral Heterogeneous Diffusion Framework for Knowledge-aware Recommendation. 366-376 2026 WSDM https://doi.org/10.1145/3773966.3777946 conf/wsdm/2026 db/conf/wsdm/wsdm2026.html#LiCF0ZLY26

Yangtao Zhou Wenhao You Hua Chu Shihao Guo Jianan Li 0003 Zhifu Zhao Qingshan Li AgentGR: Semantic-aware Agentic Group Decision-Making Simulator for Group Recommendation. 2026 May abs/2605.10367 CoRR https://doi.org/10.48550/arXiv.2605.10367 db/journals/corr/corr2605.html#abs-2605-10367 streams/journals/corr

Pujun Feng Xiaoyu Guo Seyed Ehsan Saffari Min Hun Lee Siew-Kei Lam Erik Cambria Xibin Sun Yangtao Zhou Tong Yang 0003 Xiaoyu Zhang Tao Tan 0002 Yue Sun 0001 Bin Cui 0001 From Static Risk to Dynamic Trajectories: Toward World-Model-Inspired Clinical Prediction. 2026 May abs/2605.16927 CoRR https://doi.org/10.48550/arXiv.2605.16927 db/journals/corr/corr2605.html#abs-2605-16927 streams/journals/corr

Xiangming Li Hua Chu Chengyu Feng Jianan Li Yangtao Zhou ANCHOR: Agentic Noise Creation Framework for Human Simulation and Denoising Recommendation. 2026 June abs/2606.05621 CoRR https://doi.org/10.48550/arXiv.2606.05621 db/journals/corr/corr2606.html#abs-2606-05621 streams/journals/corr

Yangtao Zhou Qingshan Li Hua Chu Jianan Li 0003 Biaobiao Wei Shuai Zhang 0059 Jialong Han Spatiotemporal-view member preference contrastive representation learning for group recommendation. 79 2025 March 114 Mach. Learn. 3 https://doi.org/10.1007/s10994-024-06655-3 db/journals/ml/ml114.html#ZhouLCLWZH25 streams/journals/ml

Yangtao Zhou Hua Chu Qingshan Li Jianan Li 0003 Shuai Zhang 0059 Feifei Zhu Jingzhao Hu Luqiao Wang Wanqiang Yang Dual-tower model with semantic perception and timespan-coupled hypergraph for next-basket recommendation. 107001 2025 184 Neural Networks https://doi.org/10.1016/j.neunet.2024.107001 db/journals/nn/nn184.html#ZhouCLLZZHWY25 streams/journals/nn

Jianan Li 0003 Yangtao Zhou Hua Chu Han Wang Zhifu Zhao Fei Li 0030 Qingshan Li Dual Multi-Scale GCN with Deformable Temporal Kernel for Skeleton-based Action Recognition. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890725 conf/icassp/2025 db/conf/icassp/icassp2025.html#LiZCWZLL25 Luqiao Wang Qingshan Li Di Cui Mingkang Wang Yutong Zhao Yongye Xu Huiying Zhuang Yangtao Zhou Lu Wang 0014 Building Bridges, Not Walls: Fairness-Aware and Accurate Recommendation of Code Reviewers via LLm-Based Agents Collaboration. 577-588 2025 ICPC https://doi.org/10.1109/ICPC66645.2025.00067 conf/iwpc/2025 db/conf/iwpc/icpc2025.html#WangLCWZXZZW25 Yangtao Zhou Hua Chu Yongxiang Chen Ziwen Wang Jiacheng Liu Jianan Li 0003 Yueying Feng Xiangming Li Zihan Han Qingshan Li Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/85dbd2fb8b355e4231b51e454c08ec1c-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#ZhouCCWLLFLHL25 Ruoyu Li Yangtao Zhou Chenzhang Li Hua Chu Jianan Li 0003 Yuhan Bian Breaking Knowledge Boundaries: Cognitive Distillation-enhanced Cross-Behavior Course Recommendation Model. 72-81 2025 RecSys https://doi.org/10.1145/3705328.3748083 conf/recsys/2025 db/conf/recsys/recsys2025.html#LiZLC0B25 Shuai Zhang 0059 Hua Chu Jianan Li 0003 Yangtao Zhou Shirong Wang Qiaofei Sun DeMBR: Denoising Model with Memory Pruning and Semantic Guidance for Multi-Behavior Recommendation. 521-529 2025 WSDM https://doi.org/10.1145/3701551.3703532 conf/wsdm/2025 db/conf/wsdm/wsdm2025.html#ZhangC0ZWS25

Zhifu Zhao Xian-Hua Han Jianan Li 0003 Shaoxin Wu Fu Li 0002 Yangtao Zhou Yang Li 0019 CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion. 2025 April abs/2504.21266 CoRR https://doi.org/10.48550/arXiv.2504.21266 db/journals/corr/corr2504.html#abs-2504-21266 streams/journals/corr

Jianan Li 0003 Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li 0002 Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation. 2025 May abs/2505.07431 CoRR https://doi.org/10.48550/arXiv.2505.07431 db/journals/corr/corr2505.html#abs-2505-07431 streams/journals/corr

Luqiao Wang Yangtao Zhou Huiying Zhuang Qingshan Li Di Cui Yutong Zhao Lu Wang 0014 Unity Is Strength: Collaborative LLM-Based Agents for Code Reviewer Recommendation. 2235-2239 2024 ASE https://doi.org/10.1145/3691620.3695291 https://www.wikidata.org/entity/Q130840663 conf/kbse/2024 db/conf/kbse/ase2024.html#WangZZLCZ024 Haobo Huang Jianan Li 0003 Hongbin Fan Zhifu Zhao Yangtao Zhou DIDA: Dynamic Individual-to-integrateD Augmentation for Self-supervised Skeleton-Based Action Recognition. 496-510 2024 PRCV (7) https://doi.org/10.1007/978-981-97-8511-7_35 conf/prcv/2024-7 db/conf/prcv/prcv2024-7.html#HuangLFZZ24 streams/conf/prcv Wenjing Bi Yuhan Bian Erik Cambria Yongxiang Chen Hua Chu Bin Cui 0001 Di Cui Zhenjiang Ding Hongbin Fan Chengyu Feng Pujun Feng Yueying Feng Shihao Guo Xiaoyu Guo Jialong Han Xianhua HanXian-Hua Han Zihan Han Xiao He Jingzhao Hu Haobo Huang Qinglan Huang Siew-Kei Lam Min Hun Lee Chenzhang Li Fei Li 0030 Fu Li 0002 Jianan Li Jianan Li 0003 Qingshan Li Ruoyu Li Xiangming Li Yang Li 0019 Jiacheng Liu Zhongqi Lu Jian Qi Seyed Ehsan Saffari Qiaofei Sun Xibin Sun Yue Sun 0001 Tao Tan 0002 Han Wang Lu Wang 0014 Luqiao Wang Mingkang Wang Shirong Wang Ziwen Wang Biaobiao Wei Shaoxin Wu Yongye Xu Tong Yang 0003 Wanqiang Yang Wenhao You Shuai Zhang 0059 Xiaoyu Zhang Yutong Zhao Zhifu Zhao Jiahui Zheng Feifei Zhu Huiying Zhuang