| 2025.7.30(WED) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
|---|---|---|---|---|---|---|
| Online | 20：00-22:00 | Jinfei Chen | Jingbo Liu | Mitigating Distribution Shifts in Sequential Recommendation An Invariance Perspective(SIGIR_2025) | PDF PPT | Lele Ren | Research progress | PDF PPT |
| 2025.7.28(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20：00-22:00 | Lele Ren | Jinfei Chen | Why Prompt Design Matters and Works A Complexity Analysis of Prompt Search Space in LLMs(ACL_2025) | PDF PPT | Peng Shan | Multi-Modal Multi-Behavior Sequential Recommendation with Conditional Diffusion-Based Feature Denoising(SIGIR_2025) | PDF PPT |
| 2025.7.23(WED) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20：00-22:00 | Yaochen li | Yaoyao Zhang | Intent aware Diffusion with Contrastive Learning forSequentialRecommendation(SIGIR_2025) | PDF PPT | Hao Liu | CORONA A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models(SIGIR_2025) | PDF PPT |
| 2025.7.21(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20：00-21:00 | Zhendong Huang | Tingting Zhang | Research progress | PDF PPT | Yaochen Li | Research progress | PDF PPT |
| 2025.7.16(WED) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20：00-21:00 | Peng Shan | Shuming Jiang | Rethinking Vision-Language Model in Face Forensics Multi-Modal Interpretable Forged Face Detector(CVPR_2025) | PDF PPT | Shunan Yin | Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning(AAAI_2025) | PDF PPT |
| 2025.7.14(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20：00-21:00 | Yang Jiang | Shiyan Wu | Research progress | PDF PPT | Ling Tan | Research progress | PDF PPT |
| 2025.7.09(WED) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14：30-16:30 | Ling Tan | Jing Li | MENTOR_Multi-level Self-supervised Learning for Multimodal Recommendation(AAAI_2025) | PDF PPT | |
| 2025.7.08(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14：30-18:00 | Zhang Tingting | Lele Ren | Research progress | PDF PPT | Jinfei Chen | Research progress | PDF PPT |
| 2025.7.07(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14：30-16:30 | Shuming Jiang | Peng Shan | Research progress | PDF PPT | Zhendong Huang | Research progress | PDF PPT |
| 2025.7.04(FRI) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14：30-16:30 | Jingbo Liu | Yang Jiang | Beyond Single Emotion Multi-label Approach to Conversational Emotion Recognition(AAAI_2025) | PDF PPT | Jiale Shen | Auto Encoding Neural Process for Multi-interest Recommendation(AAAI_2025) | PDF PPT |
| 2025.6.25(WED) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 19：00-21:30 | Jiale Shen | Lele Ren | Dynamic Integration of Task-Specific Adapters for Class Incremental Learning(CVPR_2025) | PDF PPT | Jingbo Liu | Enhancing New-item Fairness in Dynamic Recommender Systems(SIGIR_2025) | PDF PPT |
| 2025.6.17(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20：00-21:30 | Shunan Yin | Ling Tan | Seeing Beyond Noise Joint Graph Structure Evaluation and Denoising.pdf(AAAI_2025) | PDF PPT | Yaoyao Zhang | Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation.pdf(AAAI_2025) | PDF PPT |
| 2025.6.17(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 19：00-21:00 | Jiale Shen | Peng Shan | MSCRS：Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems(SIGIR_2025) | PDF PPT | Jinfei Chen | DOGE_LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation(AAAI_2025) | PDF PPT |
| 2025.6.12(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14：30-16:00 | Jing Li | Yaochen Li | A Multi_Focus_Driven Multi_Branch Network for Robust Multimodal Sentiment Analysis(AAAI_2025) | PDF PPT | Tingting Zhang | Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning(AAAI_2025) | PDF PPT |
| 2025.6.9(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00-22:00 | Shiyan Wu | Shunan Yin | A NON-CONTRASTIVE LEARNING FRAMEWORK FOR SEQUENTIAL RECOMMENDATION WITH PREFERENCEPRESERVING PROFILE GENERATION(ICLR_2025) | PDF PPT | Hao Liu | Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models(AAAI_2025) | PDF PPT |
| 2025.6.5(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14:00 - 16:00 | Yaoyao Zhang | Shiyan Wu | Social Recommendation via Graph-Level Counterfactual Augmentation(AAAI_2025) | PDF PPT | Jing Li | Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios(SIGIR_2025) | PDF PPT |
| 2025.5.29(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 20:00 - 22:00 | Lele Ren | Zhendong Huang | DIFFDual Side-InformationFilteringandFusion forSequential Recommendation(SIGIR_2025) | PDF PPT | Jinfei Chen | Re2LLM_Reflective Reinforcement Large Language Model for Session-based Recommendation.pdf(AAAI_2025) | PDF PPT |
| 2025.5.23(FRI) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 15:00 - 17:00 | Jinfei Chen | Yang Jiang | Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum(AAAI_2025) | PDF PPT | Shuming Jiang | MSE-Adapter A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition(AAAI_2025) | PDF PPT |
| 2025.5.19(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Peng Shan | Lele Ren | Inductive Graph Few-shot Class Incremental Learning(WSDM_2025) | PDF PPT | Jinbo Liu | One for Dozens Adaptive REcommendation for All Domains with Counterfactual Augmentation(AAAI_2025) | PDF PPT |
| 2025.5.15(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Shuming Jiang | Ling Tan | Curriculum Conditioned Diffusion for Multimodal Recommendation(AAAI_2025) | PDF PPT | Yaoyao Zhang | Disentangled Contrastive Bundle Recommendation with Conditional Diffusion(AAAI_2025) | PDF PPT |
| 2025.5.12(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Ling Tan | Peng Shan | COHESION：Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation(SIGIR_2025) | PDF PPT | Jiale Shen | Harnessing Large Language Models for Knowledge Graph Question Answering(AAAI_2025) | PDF PPT |
| 2025.5.08(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Yaochen Li | Tingting Zhang | 2025_ICLR_Dynamic Diffusion Transformer(ICLR_2025) | PDF PPT | Yaochen Li | Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints(AAAI_2025) | PDF PPT |
| 2025.4.28 (Mon) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Tingting Zhang | Shunan Yin | Rebalancing Multi-Label Class-Incremental Learning(AAAI_2025) | PDF PPT | |
| 2025.4.27(SUN) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Zhendong Huang | Shiyan Wu | GRAIN：Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs(AAAI_2025) | PDF PPT | Jing Li | Towards Learnable Anchor for Deep Multi-View Clustering(AAAI_2025) | PDF PPT |
| 2025.4.23(WED) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Yang Jiang | Zhendong Huang | Frequency-Augmented Mixture-of-Heterogeneous-ExpertsFramework for Sequential Recommendation(WWW_2025) | PDF PPT | Jinfei Chen | GLINT-RU_Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems(KDD_2025) | PDF PPT |
| 2025.4.14(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 16:00 - 18:00 | Jinbo Liu | Yang Jiang | Differential_Transformer(ICLR_2025) | PDF PPT | Jinbo Liu | Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds(CVPR_2025) | PDF PPT |
| 2025.4.10(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Jiale Shen | Peng Shan | CL-MoE：Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering(CVPR_2025) | PDF PPT | Jinfei Chen | GENIUS_AGenerative Framework for Universal Multimodal Search(CVPR_2025) | PDF PPT |
| 2025.4.07(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Shunan Yin | Shuming Jiang | UNIC-Adapter Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation(CVPR_2025) | PDF PPT | Jiale Shen | Q-DiT Accurate Post-Training Quantization for Diffusion Transformers(CVPR_2025) | PDF PPT |
| 2025.3.31(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Yaoyao Zhang | Ling Tan | Tora：Trajectory-oriented Diffusion Transformer for Video Generation(CVPR_2025) | PDF PPT | Shunan Yin | Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning(CVPR_2025) | PDF PPT |
| 2025.3.25(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 20:00 - 22:00 | Jing Li | Yaochen Li | AlignMamba Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment(CVPR_2025) | PDF PPT | Yaoyao Zhang | Complexity Experts are Task-Discriminative Learners for Any Image Restoration(CVPR_2025) | PDF PPT |
| 2025.3.21(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 15:00 - 16:00 | Lele Ren | Tingting Zhang | Optimus-2_Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy(CVPR_2025) | PDF PPT | Jing Li | MotionStone Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation(CVPR_2025) | PDF PPT |
| 2025.3.17(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 15:00 - 16:00 | Shiyan Wu | Zhendong Huang | Neural LightRig_Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion(CVPR_2025) | PDF PPT | Lele Ren | Dynamic Mixture-of-Experts for Incremental Graph Learning(ICLR_2025) | PDF PPT |
| 2025.3.14(FRI) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14:00 - 16:00 | Jinfei Chen | Yang Jiang | Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation(WWW_2025) | PDF PPT | Shiyan Wu | Community Detection in Large-Scale Complex Networks via Struchtural Entropy Game(WWW_2025) | PDF PPT |
| 2025.3.11(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 14:30 - 16:00 | Yaochen Li | Peng Shan | Spatial-Temporal Knowledge Distillation for Takeaway Recommendation(AAAI_2025) | PDF PPT | Jinfei Chen | Unleashing the Power of Large Language Model for Denoising Recommendation(WWW_2025) | PDF PPT |
| 2025.3.6(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Peng Shan | Shuming Jiang | Gramian Multimodal Representation Learning And Alignment(ICLR_2025) | PDF PPT | Jinbo Liu | Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learing(CVPR_2025) | PDF PPT |
| 2025.3.4(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Shuming Jiang | Ling Tan | Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation(KDD_2025) | PDF PPT | Shunan Yin | LightGNN：Simple Graph Neural Network for Recommendation(WSDM_2025) | PDF PPT |
| 2025.2.27(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Ling Tan | Yaochen Li | Semi-IIN Semi-supervised Intra-inter modal Interaction Learning Network for Multimodal Sentiment Analysis(AAAI_2025) | PDF PPT | Shunan Yin | LightGNN：Simple Graph Neural Network for Recommendation(WSDM_2025) | PDF PPT |
| 2025.2.25(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Tingting Zhang | Zhendong Huang | ★Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation(WWW_2025) | PDF PPT | Yaoyao Zhang | Diffusion Model for Interest Refinement in Multi-Interest Recommendation(SIGIR_2025) | PDF PPT |
| 2025.2.20(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Zhendong Huang | Tingting Zhang | FAMNet_Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation(AAAI_2025) | PDF PPT | Jing Li | Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training(AAAI_2025) | PDF PPT |
| 2025.2.18(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Shuming Jiang | Yang Jiang | MSAmba Exploring Multimodal Sentiment Analysis with State Space Models(AAAI_2024) | PDF PPT | Lele Ren | Select and Distill：Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models(ECCV_2024) | PDF PPT |
| 2025.2.13(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Ling Tan | Peng Shan | Multi-Modal Sarcasm Detection via Graph Convolutional Network and Dynamic Network(CIKM_2024) | PDF PPT | Shiyan Wu | 2025_AAAI_Multi-view Granular-ball Contrastive Clustering(AAAI_2025) | PDF PPT |
| 2025.1.23(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Yaochen Li | Shuming Jiang | DLF Disentangled-Language-Focused Multimodal Sentiment Analysis(AAAI_2025) | PDF PPT | Jinfei Chen | SparseViT- Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer(AAAI_2025) | PDF PPT |
| 2025.1.20(MON) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Tingting Zhang | Ling Tan | DiffGraph：Heterogeneous Graph Diffusion Model(WSDM_2025) | PDF PPT | Jinbo Liu | Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning(KDD_2024) | PDF PPT |
| 2025.1.16(THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Zhendong Huang | Yaochen Li | Enriching Multimodal Sentiment Analysis through Textual Emotional Descriptions of Visual-Audio Content(AAAI_2025) | PDF PPT | Shunan Yin | Oracle-guided Dynamic User Preference Modeling for Sequential Recommendation(WSDM_2025) | PDF PPT |
| 2025.1.14(TUE) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 20:00 - 22:00 | Yang Jiang | Tingting Zhang | Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration(AAAI_2025) | PDF PPT | Yaoyao Zhang | Beyond Graph Convolution Multimodal Recommendation with topology-aware MLPS(AAAI_2025) | PDF PPT |
| 2025.1.06 (Mon) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 22:00 | Jinbo Liu | Jing Li | Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation(AAAI_2025) | PDF PPT | |
| 2025.1.02 (THU) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Offline | 20:00 - 22:00 | Shunan Yin | Zhendong Huang | Facet-AwareMulti-HeadMixture-of-Experts Model for Sequential Recommendation(WSDM_2025) | PDF PPT | Lele Ren | Continual Collaborative Distillation for Recommender System(EMNLP_2024) | PDF PPT |