Seminar
Fall, 2024
2024.12.22 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jing Li Shuming Jiang Multimodal Emotion Recognition Calibration in Conversations(MM_2024) PDF PPT
Jinbo Liu When Box Meets Graph Neural Network in Tag-aware Recommendation(KDD_2024) PDF PPT
2024.12.19 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Lele Ren Ling Tan Decoupled Behavior-based Contrastive Recommendation(CIKM_2024) PDF PPT
Shunan Yin Temporal Graph Contrastive Learning for Sequential Recommendation(AAAI_2024) PDF PPT
2024.12.15 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shiyan Wu Yaochen Li Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning(NeurIPS_2024) PDF PPT
Jiale Shen Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias(KDD_2024) PDF PPT
2024.12.12 (THU)
Place Time Session Chair Speaker Title
Offline 19:00 - 22:00 Jinfei Chen Tingting Zhang Robust Multimodal Sentiment Analysis of Image-Text Pairs by Distribution-Based Feature Recovery and Fus(ACM MM_2024) PDF PPT
Yaoyao Zhang Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation(KDD_2024) PDF PPT
2024.12.8 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Zhendong Huang Social Influence Learningfor Recommendation Systems(CIKM_2024) PDF PPT
Jing Li Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation(KDD_2024) PDF PPT
2024.12.5 (THU)
Place Time Session Chair Speaker Title
Offline 19:00 - 22:00 Shuming Jiang Yang Jiang Multi-Modal Sarcasm Detection Based on Dual Generative Processes(IJCAI_2024) PDF PPT
Lele Ren Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis(MM_2024) PDF PPT
2024.12.1 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ling Tan Peng Shan MuLe Multi-Grained Graph Learning for Multi-Behavior Recommendation(CIKM_2024) PDF PPT
Shiyan Wu RecDiff_Diffusion Model for Social Recommendation(CIKM_2024) PDF PPT
2024.11.28 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Shuming Jiang Multimodal Representation Learning by Alternating Unimodal Adaptation(CVPR_2024) PDF PPT
Jinfei Chen LLM-ESR_Large Language Models Enhancement for Long-tailed Sequential Recommendation(NeurIPS_2024) PDF PPT
2024.11.24 (SUN)
Place Time Session Chair Speaker Title
Offline 19:00 - 22:00 Tingting Zhang
Jinbo Liu Firzen Firing Strict Cold-Start Items with Frozen Heterogeneous and Homogeneous Graphs for Recommendation(ICDE_2024) PDF PPT
2024.11.22 (FRI)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhendong Huang Ling Tan SOIL:Contrastive Second-Order Interest Learning for Multimodal Recommendation(ACM MM_2024) PDF PPT
Shunan Yin Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation(WSDM_2024) PDF PPT
2024.11.17 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Yaochen Li Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning(ACM MM_2024) PDF PPT
Jiale Shen End-to-end training of Multimodal Model and ranking Model.pdf(arxiv_2024) PDF PPT
2024.11.14 (THU)
Place Time Session Chair Speaker Title
Offline 20:00 - 22:00 Zhendong Huang Tingting Zhang Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion(CVPR_2024) PDF PPT
Yaoyao Zhang Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learnng(CIKM_2024) PDF PPT
2024.11.10 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Zhendong Huang PTSR_ Prefix-Target Graph-based Sequential Recommendation (CIKM_2024) PDF PPT
Jing Li Mixed Attention Network for Cross-domain Sequential Recommendation(WSDM_2024) PDF PPT
2024.11.07 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jinbo Liu Yang Jiang Mitigating Social Hazards Early Detection of Fake News via Diffusion-Guided Propagation Path Generation (MM_2024) PDF PPT
Lele Ren LNLN_Towards Robust Multimodal Sentiment Analysis(NeurIPS_2024) PDF PPT
2024.11.03 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shunan Yin Peng Shan MuLe Multi-Grained Graph Learning for Multi-Behavior Recommendation (CIKM_2024) PDF PPT
Shiyan Wu Intersectional Two-sided Fairness in Recommendationn(WWW_2024) PDF PPT
2024.10.27 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jiale Shen Shuming Jiang Fake News in Sheep’s Clothing Robust Fake News Detection Against LLM-Empowered Style Attacks (KDD__2024) PDF PPT
Jinfei Chen LLMRec_Large Language Models with Graph Augmentation for Recommendation(WSDM_2024) PDF PPT
2024.10.27 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaoyao Zhang Ling Tan DGR:AGeneral Graph Desmoothing Framework for Recommendation via Global and Local Perspectives (IJCAI__2024) PDF PPT
Jingbo Liu Do We Really Need Graph Convolution During Training Light Post-Training Graph-ODE for Efficient Rec(CIKM_2024) PDF PPT
2024.10.24 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jing Li Yaochen Li Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis (EMNLP__2024) PDF PPT
Shunan Yin Relevance Meets Diversity A User-Centric Framework for Knowledge Exploration Through Recommendations(KDD_2024) PDF PPT
2024.10.20 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Lele Ren JiaLe Shen HyCoRec Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation (ACL_2024) PDF PPT
Tingting Zhang 2024_AAAI_DFFormer_FFT-based Dynamic Token Mixer for Vision(AAAI_2024) PDF PPT
2024.10.17 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Zhendong Huang AlignRec Aligning and Training in Multimodal Recommendations (CIKM_2024) PDF PPT
Yaoyao Zhang A Hierarchical and Disentangling Interest Learning Framework for Unbiased and True News Recommendation(KDD_2024) PDF PPT
2024.10.13 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shuming Jiang Yang Jiang Residual Denoising Diffusion Models (CVPR_2024) PDF PPT
Jing Li Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks (AAAI_2024) PDF PPT
2024.10.10 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ling Tan Peng Shan UniRec A Dual Enhancement of Uniformity and Frequency in Sequential Recommendations (CIKM_2024) PDF PPT
Lele Ren DiffMM_Multi-Modal Diffusion Model for Recommendation (MM_2024) PDF PPT
2024.10.06 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Shuming Jiang Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models (WWW_2024) PDF PPT
Shiyan Wu Continual Collaborative Distillation for Recommender System (KDD_2024) PDF PPT