Seminar
Spring, 2025
2025.3.25(THU)
Place Time Session Chair Speaker Title
Offline 20:00 - 12:00 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