| 2025.1.04(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
15：30-17:30 |
Yaoyao Zhang |
Lele Ren |
Research progress
|
PDF
PPT
|
| 2025.1.04(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-21:00 |
Lele Ren |
Jing Li |
Multimodal Recommendation Research progress
|
PDF
PPT
|
| 2025.1.02(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Jinfei Chen |
Yuhang Jiang |
Causal order The key to leveraging imperfect experts in causal inference(ICLR_2025)
|
PDF
PPT
|
Long Zhang |
<Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation(ACL_2025)
|
PDF
PPT
|
| 2025.12.28(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Shiyan Wu |
Junsi Chen |
T3Time Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion(AAAI_2026)
|
PDF
PPT
|
Hongliang Nie |
<Multimodal Sentiment Analysis with Multi-Perspective Thinkingvia Large Multimodal Models(CIKM_2025)
|
PDF
PPT
|
| 2025.12.24(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
20：00-22:00 |
Hao Liu |
Yaoyao Zhang |
Language-Guided Graph Representation Learning for Video Summarization(TPAMI_2025)
|
PDF
PPT
|
Yang Hu |
<Self-attention and cross-modal attention for audio-visual zero-shot learning(Information Fusion_2026)
|
PDF
PPT
|
| 2025.12.21(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Yaoyao Zhang |
Zhiwei Xu |
Token Prepending Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs(ACL_2025)
|
PDF
PPT
|
Cong Sheng |
<Graph4MM Weaving Multimodal Learning with Structural Information(ICLR_2025)
|
PDF
PPT
|
| 2025.12.17(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Jiale Shen |
Xiang Zhang |
Dual Reasoning A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering(NeurIPS_2025)
|
PDF
PPT
|
Mingyu Yang |
<Fast Think-on-Graph Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph(AAAI_2025)
|
PDF
PPT
|
| 2025.12.14(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-21:00 |
Lele Ren |
Hao Liu |
Research progress
|
PDF
PPT
|
| 2025.12.10(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-21:00 |
Jinfei Chen |
Shiyan Wu |
Research progress
|
PDF
PPT
|
| 2025.12.7(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Mingyu Yang |
Long Zhang |
Graph-constrained Reasoning_Faithful Reasoning on Knowledge Graphs with Large Language Models(ICML_2025)
|
PDF
PPT
|
Junsi Chen |
<Pre-train, Align, and Disentangle Empowering Sequential Recommendation with Large Language Models(SIGIR_2025)
|
PDF
PPT
|
| 2025.12.3(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
20：00-22:00 |
Zhiwei Xu |
Yuhang Jiang |
Mitigating Hidden Confounding by Progressive Confounder Imputation via Large Language Models(arXiv_2025)
|
PDF
PPT
|
Hongliang Nie |
<Invariance matters：Empowering social recommendation via graph invariant learning(SIGIR_2025)
|
PDF
PPT
|
| 2025.11.30(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Mingyu Yang |
Yang Hu |
PRIME_Preference-Optimized Retrieval and Ranking for Efficient Multimodal Recommendation(KDD_2025)
|
PDF
PPT
|
Zhiwei Xu |
<MSE-Adapter A Lightweight Plugin Endowing LLMs with the Capability toPerform Multimodal Sentiment Analysis and Emotion Recognition(AAAI_2025)
|
PDF
PPT
|
| 2025.11.26(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Shunan Yin |
Mingyu Yang |
DuetGraph Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion(NeurlPS_2025)
|
PDF
PPT
|
Cong Sheng |
<Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation(AAAI_2025)
|
PDF
PPT
|
| 2025.11.23(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Xiang Zhang |
Jingbo Liu |
Continual Gradient Low-Rank Projection Fine-Tuning for LLMs(ACL_2025)
|
PDF
PPT
|
Shunan Yin |
<Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation(ACL_2025)
|
PDF
PPT
|
| 2025.11.17(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
20：00-22:00 |
Jingbo Liu |
Jing Li |
★Refining Contrastive Learning and Homography Relations for Multi-Modal Recommendation(MM_2025)
|
PDF
PPT
|
Xiang Zhang |
<GNN-RAG Graph Neural Retrieval for Efficient Large Language Model(ACL_2025)
|
PDF
PPT
|
| 2025.11.14(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
20：00-22:00 |
Yuhang Jiang |
Jiale Shen |
LightKG Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture(KDD_2025)
|
PDF
PPT
|
Long Zhang |
<LightPROF A Lightweight Reasoning Framework for Large Language Model on KG(WWW_2025)
|
PDF
PPT
|
| 2025.11.10(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
20：00-22:00 |
Zhiwei Xu |
Hao Liu |
Lost in Sequence Do Large Language Models Understand Sequential Recommendation(KDD_2025)
|
PDF
PPT
|
Yuhang Jiang |
<Generating with Fairness A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations(WWW_2025)
|
PDF
PPT
|
| 2025.11.07(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Shunan Yin |
Yaoyao Zhang |
FACE A General Framework for Mapping Collaborative Filtering Embedding into LLM Tokens(NeurIPS_2025)
|
PDF
PPT
|
Hongliang Nie |
<ErrorEraser Unlearning Data Bias for Improved Continual Learning(KDD_2025)
|
PDF
PPT
|
| 2025.11.03(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Jing Li |
Shunan Yin |
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems(SIGIR_2025)
|
PDF
PPT
|
Zhiwei Xu |
<SEALR_Sequential Emotion‑Aware LLM‑Based Personalized Recommendation System(SIGIR_2025)
|
PDF
PPT
|
| 2025.10.27(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Mingyu Yang |
Jingbo Liu |
Federated Continual Recommendation(CIKM_2025)
|
PDF
PPT
|
Yang Hu |
<Empowering Denoising Sequential Recommendation with Large Language Model(CIKM_2025)
|
PDF
PPT
|
| 2025.10.24(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Shiyan Wu |
Jing Li |
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs(CIKM_2025)
|
PDF
PPT
|
Mingyu Yang |
<GRAM Generative Recommendation via Semantic-aware Multi-granular Late Fusion(ACL_2025)
|
PDF
PPT
|
| 2025.10.21(Tue) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Junsi Chen |
Shiyan Wu |
Dual Graph Diffusion Model for Social Recommendation(WWW_2025)
|
PDF
PPT
|
Cong Sheng |
<Adversarial Attacks against Closed-Source MLLMs(NeurIPS_2025)
|
PDF
PPT
|
| 2025.10.19(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Lele Ren |
Junsi Chen |
FindRec Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation(KDD_2025)
|
PDF
PPT
|
Jiale Shen |
<Debate on Graph A Flexible and Reliable Reasoning Framework for Large Language Models(AAAI_2025)
|
PDF
PPT
|
| 2025.10.14(Tue) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Yaoyao Zhang |
Junsi Chen |
FindRec Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation.pdf(KDD_2025)
|
PDF
PPT
|
| 2025.10.12(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Jinfei Chen |
Hao Liu |
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation(KDD_2025)
|
PDF
PPT
|
Xiang Zhang |
<DPCL-Diff Temporal Knowledge Graph Reasoning Based on Graph Node(AAAI_2025)
|
PDF
PPT
|
| 2025.10.10(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Xiang Zhang |
Lele Ren |
Training-free Periodic Interest Augmentation in Incremental Recommendation(SIGIR_2025)
|
PDF
PPT
|
Long Zhang |
<Paths-over-Graph Knowledge Graph Empowered Large Language Model Reasoning(WWW_2025)
|
PDF
PPT
|
| 2025.10.04(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Long Zhang |
Yaoyao Zhang |
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation(ACL_2025)
|
PDF
PPT
|
Yuhang Jiang |
<Causal Inference for Multi-Criteria Rating Recommender SystemsCausal Inference for Multi-Criteria Rating Recommender Systems(TRANS_2025)
|
PDF
PPT
|
| 2025.9.28(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
20：00-22:00 |
Yuhang Jiang |
Hongliang Nie |
MOS Model Surgery for Pre-Trained Model-Based Class Incremental Learning(AAAI_2025)
|
PDF
PPT
|
Jinfei Chen |
<Lost in Sequence Do Large Language Models Understand Sequential Recommendation(KDD_2025)
|
PDF
PPT
|
| 2025.9.26(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Jiale Shen |
Zhiwei Xu |
Mixture of Multimodal Adapters for Sentiment Analysis(ACL_2025)
|
PDF
PPT
|
Yang Hu |
<MUFFIN：Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation(CIKM_2025)
|
PDF
PPT
|
| 2025.9.19(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Shunan Yin |
Cong Sheng |
LLM-Powered User Simulator for Recommender System(AAAI_2025)
|
PDF
PPT
|
Mingyu Yang |
<Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation(AAAI_2025)
|
PDF
PPT
|
| 2025.9.15(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Yaoyao Zhang |
Junsi Chen |
LACA Improving Cross-lingual Aspect-Based Sentiment Analysis withLLM Data Augmentation(ACL_2025)
|
PDF
PPT
|
Xiang Zhang |
<ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement(AAAI_2025)
|
PDF
PPT
|
| 2025.9.3(Wed) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
19：00-21:00 |
Jing Li |
Yuhang Jiang |
STAR-Rec Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation(SIGIR_2025)
|
PDF
PPT
|
Long Zhang |
<POI-Enhancer: An LLM-based Semantic Enhancement Framework(AAAI_2025)
|
PDF
PPT
|
| 2025.9.1(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
9：00-11:00 |
Shiyan Wu |
Shunan Yin |
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs(ACL_2025)
|
PDF
PPT
|
Hao Liu |
<Intent Representation Learning with Large Language Model for Recommendation(SIGIR_2025)
|
PDF
PPT
|
| 2025.8.29(Thu) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
9：00-11:00 |
Lele Ren |
Shiyan Wu |
ScoreNet Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation(AAAI_2025)
|
PDF
PPT
|
Jing Li |
<MExD AnExpert-InfusedDiffusionModelforWhole-SlideImageClassification(CVPR_2025)
|
PDF
PPT
|
| 2025.8.25(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20：00-22:00 |
Jingbo Liu |
Jiale Shen |
CognTKE A Cognitive Temporal Knowledge Extrapolation Framework(AAAI_2025)
|
PDF
PPT
|
Jinfei Chen |
<LLM2Rec_Large Language Models Are Powerful Embedding Models for Sequential Recommendation.pdf(KDD_2025)
|
PDF
PPT
|
| 2025.8.23(Sat) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
16：00-17:00 |
Zhendong Huang |
Shuming Jiang |
Research progress
|
PDF
PPT
|
Yang Jiang |
Research progress
|
PDF
PPT
|