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| 2026.10.20(Tues) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
09:30-12:00 |
Xiong Zhang |
Yongkang Ding |
<SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation(SIGIR_2026)
|
PDF
PPT
|
Bingqian Fan |
<HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment(ACL_2026)
|
PDF
PPT
|
| 2026.10.19(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
18:30-20:30 |
long Zhang |
Yuhe Liu |
<GCIB: Graph Contrastive Information Bottleneck for Multi-Behavior Recommendation(ICML_2026)
|
PDF
PPT
|
Can Wang |
<Bid Farewell to Seesaw: Towards Accurate Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intents(AAAI_2026)
|
PDF
PPT
|
| 2026.10.12(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
14:30-17:30 |
Junsi Chen |
Langxu Li |
<Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation(SIGIR_2026)
|
PDF
PPT
|
Meihong Li |
<Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems(SIGIR_2026)
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PDF
PPT
|
| 2026.10.09(Fri) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
19:00-22:00 |
Cong Sheng |
Langxu Li |
<Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation(SIGIR_2026)
|
PDF
PPT
|
Shilin Wei |
<What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context(ACL_2026)
|
PDF
PPT
|
| 2026.9.30(Wen) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20:00-22:00 |
Cong Sheng |
Xiaomin Zhao |
<From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation(ACL_2026)
|
PDF
PPT
|
Shilin Wei |
<What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context(ACL_2026)
|
PDF
PPT
|
| 2026.9.27(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20:00-22:00 |
Junsi Chen |
Cong Sheng |
<专题
|
PDF
PPT
|
Yang Hu |
<DECOR_Learning Decomposed Contextual Token Representations from Pretrained and Collaborative Signals for Generative Recommendation(SIGIR_2026)
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PDF
PPT
|
| 2026.9.20(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
15:00-17:00 |
Zhiwei Xu |
Xiang Zhang |
<LeanRAG Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval(AAAI_2026)
|
PDF
PPT
|
Mingyu Yang |
<Towards Foundation Models for MMKG Multi-Task Inductive Generalization via Task-Aware Routing(WWW_2026)
|
PDF
PPT
|
| 2026.9.16(Wen) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
15:00-17:00 |
Yang Hu |
Long Zhang |
<Exploiting Inter-Session Information with Frequency-enhanced Dual-Path Networks for Sequential Recommendation(AAAI_2026)
|
PDF
PPT
|
Yuhang Jiang |
<MDCNS_Divergence Meets Consensus A Multi-Source Negative Sampling Framwork for Sequential Recommendaion(SIGIR_2026)
|
PDF
PPT
|
| 2026.9.13(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20:00-22:00 |
Hongliang Nie |
Zhiwei Xu |
<VOG: ENHANCING LLM REASONING THROUGH STEPWISE VERIFICATION ON KNOWLEDGE GRAPHS(ICLR_2026)
|
PDF
PPT
|
Xin Huang |
<Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems(AAAI_2026)
|
PDF
PPT
|
| 2026.9.10(Thu) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
10:00-12:00 |
Xiang Zhang |
Junsi Chen |
<AMUR_Information-Guided Selective Modality-Interest Alignment for Multimodal Recommendation(CIKM_2026)
|
PDF
PPT
|
| 2026.9.5(Sat) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Offline |
14:30-18:30 |
Long Zhang |
Yang Hu |
SynGR：Cross-Modal Synergy for Generative Recommendation(ICML_2026)
|
PDF
PPT
|
Mingyu Yang |
<MLaGA Multimodal Large Language and Graph Assistant(KDD_2026)
|
PDF
PPT
|
| 2026.8.30(Sun) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20:00-22:00 |
Yuhang Jiang |
Cong Sheng |
MIMAR-SRec_Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation(AAAI_2026)
|
PDF
PPT
|
Mingyu Yang |
<MLaGA Multimodal Large Language and Graph Assistant(KDD_2026)
|
PDF
PPT
|
| 2026.8.26(Wen) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20:00-22:00 |
Mingyu Yang |
Long Zhang |
GraphLoRA_Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation(ACL_2026)
|
PDF
PPT
|
Xiang Zhang |
<TGCA-LLM Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion(AAAI_2026)
|
PDF
PPT
|
| 2026.8.24(Mon) |
| Place |
Time |
Session Chair |
Speaker |
Title |
| Online |
20:00-22:00 |
Cong Sheng |
Yuhang Jiang |
ARDiff_Anisotropic Residual Diffusion for Heterogeneous Graph Learning(AAAI_2026)
|
PDF
PPT
|
Xin Huang |
<ADARec_De-collapsing User Intent_ Adaptive Diffusion Augmentation with Mixture-of-Experts for Sequential Recommendation(AAAI_2026)
|
PDF
PPT
|