Seminar
Spring, 2026
< < < < < < < < < < < < < < < <
2026.4.29(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Long Zhang Hongliang Nie Class-Domain Incremental Learning on Graphs via Disentangled(WWW_2026) PDF PPT
Yang HuSEAR:LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information(WWW_2026) PDF PPT
2026.4.27(Mon)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Shiyan Wu Cong Sheng ACLSRec_Adaptive Contrastive Learning in Sequential Recommendation based on Perturbation and Restoration Networks(WWW_2026) PDF PPT
Mingyu YangReaLM Residual Quantization Bridging Knowledge Graph(WWW_2026) PDF PPT
2026.4.22(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Shunan Yin Long Zhang RAIE_ Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation(WWW_2026) PDF PPT
Xiang ZhangPathMind A Retrieve Prioritize Reason Framework for Knowledge Graph reasoning with large language models(AAAI_2026) PDF PPT
2026.4.19(Sun)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Yaoyao Zhang Zhiwei Xu MDF A Modality-Aware Disentanglement and Fusion Framework for Multimodal Sentiment Analysis(AAAI_2026) PDF PPT
Yuhang JiangILLMREC_Token-Efficient Item Representation via Images for LLM Recommender Systems(ICLR_2026) PDF PPT
2026.4.15(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Jiale Shen Junsi Chen Q-BERT4Rec_Quantized Semantic-ID Representation Learning for Multimodal Recommendation(KDD_2026) PDF PPT
Xin HuangCAPO-More Than What Was Chosen LLM-based Explainable Recommendation Beyond Noisy User Preferences(ICLR_2026) PDF PPT
2026.4.12(Sun)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Jiale Shen Cong Sheng SimDiffRec Semantic Similarity-Guided Diffusion for Contrastive Sequential Recommendation(WSDM_2026) PDF PPT
2026.4.08(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Jingbo Liu Yang Hu PerPEFT_Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation(WWW_2026) PDF PPT
Hongliang NieMultimodal Prompt Optimization:Why Not Leverage Multiple Modalities for MLLMs(ICLR_2026) PDF PPT
2026.4.01(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Lele Ren Mingyu Yang A Spectral Heterogeneous Diffusion Framework for Knowledge-aware(WSDM_2026) PDF PPT
Hongliang NieMultimodal Prompt Optimization:Why Not Leverage Multiple Modalities for MLLMs(ICLR_2026) PDF PPT
2026.3.25(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Lele Ren Xiang Zhang DCTR Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation(AAAI_2026) PDF PPT
Long ZhangRecCocktail_A Generalizable and Efficient Framework for LLM-Based Recommendation(AAAI_2026) PDF PPT
2026.3.25(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 JinFei Chen Zhiwei Xu CaReFlow Cyclic Adaptive Rectified Flow for Multimodal Fusion(CVPR_2026) PDF PPT
Long ZhangRecCocktail_A Generalizable and Efficient Framework for LLM-Based Recommendation(AAAI_2026) PDF PPT
2026.3.22(Sun)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Zhiwei Xu Junsi Chen MoToRec_Sparse-Regularized Multimodal Tokenization for Cold-Start(AAAI_2026) PDF PPT
Yuhang JiangTCA4Rec_Token-level Collaborative Alignment for LLM-based Generative Recommendation(WWW_2026) PDF PPT
2026.3.18(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Junsi Chen Cong Sheng GBOC_Finding Time Series Anomalies using Granular-ball Vector Data Description(AAAI_2026) PDF PPT
Hongliang NieFast and robust outlier detection A granular-ball center isolation and region consistency approach(PR_2026) PDF PPT
2026.3.16(Sun)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Long Zhang Mingyu Yang Relink_Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG(AAAI_2026) PDF PPT
Yang HuAlphaFree_RecommendationFreefromUsers,IDs,andGNNs(WWW_2026) PDF PPT
2026.3.11(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Mingyu Yang Yaoyao Zhang MMQ Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral Adaptation(WSDM_2026) PDF PPT
Xiang ZhangRPO-RAG_RPO RAG Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering(WWW_2026) PDF PPT
2026.3.08(Sun)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Yuhang Jiang Jing Li ContRec_Diffusion Generative Recommendation with Continuous Tokens(WWW_2026) PDF PPT
Jingbo LiuCapturing User Interests from Data Streams for Continual Sequential Recommendation(WSDM_2026) PDF PPT
2026.3.04(Wed)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Hongliang Nie Lele Ren SCAN_Endowing Vision-Language Models with System 2 Thinking for Fine-Grained Visual Recognition(AAAI_2026) PDF PPT
Jiale ShenThinkRec_Thinking-based Recommendation via LLM(WWW_2026) PDF PPT
2026.3.01(Sun)
Place Time Session Chair Speaker Title
Online 20:00-22:00 Junsi Chen Shiyan Wu CDRec_Continuous-time Discrete-space Diffusion Model forRecommendation(WSDM_2026) PDF PPT
Shunan YinSPiKE_Enriching Semantic Profiles into Knowledge Graph for Recommender Systems Using Large Language Models(KDD_2026) PDF PPT