Seminar
Spring, 2024
2024.7.28 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Minqin Li Global Heterogeneous Graph and Target Interest Denoising for Multi-behavior Sequential Recommendation (WSDM_2024) PDF PPT
Ling Tan Hierarchical Graph Signal Processing for Collaborative Filtering(WWW_2024) PDF PPT
2024.7.25 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Junhao Cao Depression Detection via Capsule Networks with Contrastive Learning (AAAI_2024) PDF PPT
Yaochen Li ★A Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities(CVPR_2024) PDF PPT
2024.7.21 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shuming Jiang Ke Gan Knowledge Enhanced Multi-intent Transformer Network for Recommendation (WWW_2024) PDF PPT
Tingting Zhang ★A Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning(IJCAI_2024) PDF PPT
2024.7.18 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ling Tan Renhui Luo Modeling User Fatigue for Sequential Recommendation (SIGIR_2024) PDF PPT
Zhendong Huang TransGNN:Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems(SIGIR_2024) PDF PPT
2024.7.14 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Yuyang Lai ★A Multi-Scale Context-Enhanced Dynamic Attention Network for Diffusion Prediction(IEEE_2024) PDF PPT
Yang Jiang Multi-modal Recommendation via Superfluous Semantics Discarding and Interaction Preserving(ICMR_2024) PDF PPT
2024.7.11 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Tingting Zhang Yaochen Li Contextual Augmented Global Contrast for Multimodal Intent Recognition(CVPR_2024) PDF PPT
Peng Shan ★Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation(2024) PDF PPT
2024.7.7 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhendong Huang Shuming Jiang Intra and Inter-modality Incongruity Modeling and Adversarial Contrastive Learning for Multimodal Fake News Detection(ICMR_2024) PDF PPT
Liang Li Reserch Progress Report on Sequential Recommendation PDF PPT
2024.7.4 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Ling Tan Multimodality Invariant Learning for Multimedia-Based New Item Recommendation(SIGIR_2024) PDF PPT
Jinyuan Zhang Reserch Progress Report on Multimodal Emotion Recognition PDF PPT
2024.6.27 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Jiawei Cheng A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection(COLING_2024) PDF PPT
Minqin Li Aligned Side Information Fusion Method for Sequential Recommendation(WWW_2024) PDF PPT
2024.6.23 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shuming Jiang Junhao Cao Reserch Progress Report on Stance Detection PDF PPT
Tingting Zhang TelME Teacher leading Multimodal Fusion Network for Emotion Recognition in Conversation(NAACL_2024) PDF PPT
2024.6.20 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Ke Gan Graph Contrastive Learning with Cohesive Subgraph Awareness(WWW_2024) PDF PPT
Zhengdong Huang SelfGNN:Self-Supervised Graph Neural Networks for Sequential Recommendation(SIGIR_2024) PDF PPT
2024.6.16 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Renhui Luo Reserch Progress Report on Sequential Recommendation PDF PPT
Yang Jiang PlugIn Diffusion Model for Embedding Denoising in Recommendation System(SIGIR_2024) PDF PPT
2024.6.13 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Tingting Zhang Yuyang Lai FineRec-Exploring Fine-grained Sequential Recommendation(SIGIR_2024) PDF PPT
Peng Shan User Behavior Enriched Temporal Knowledge Graphs for Sequential Recommendation(WSDM_2024) PDF PPT
2024.6.9 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhendong Huang Jiawei Cheng Reserch Progress Report on Multimodal Sentiment Analysis PDF PPT
Shuming Jiang Test-Time Training for Rumor Detection on Social Media(WWW_2024) PDF PPT
2024.6.06 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Liang Li A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity(WSDM_2024) PDF PPT
Ling Tan GraphPro:Graph Pre-training and Prompt Learning for Recommendation(WWW_2024) PDF PPT
2024.6.02 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Yaochen Li A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity(NAACL_2024) PDF PPT
Jinyuan Zhang Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space(IEEE_2024) PDF PPT
2024.5.30 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shuming Jiang Minqin Li Recommender Transformers with Behavior Pathways(WWW_2024) PDF PPT
Tingting Zhang Multimodal Representation Learning by Alternating Unimodal Adaptation(CVPR_2024) PDF PPT
2024.5.23 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ling Tan Junhao Cao Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation(WSDM_2024) PDF PPT
Yang Jiang Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection(WWW_2024) PDF PPT
2024.5.19 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Ke Gan Reserch Progress Report on Diffusion model in Recommendation PDF PPT
2024.5.16 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Tingting Zhang Renhui Luo Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair(CVPR_2024) PDF PPT
Zhengdong Huang *Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation(WWW_2024) PDF PPT
2024.5.12 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhendong Huang YuyangLai Reserch Progress Report on Information Diffusion Prediction PDF PPT
Peng Shan Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation(SIGIR_2024) PDF PPT
2024.5.9 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Ling Tan PromptMM:Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning(WWW_2024) PDF PPT
Shuming Jiang MSynFD Multi-hop Syntax aware Fake News Detection(WWW_2024) PDF PPT
2024.4.28 (SUN)
Place Time Session Chair Speaker Title
Online 16:00 - 18:00 Peng Shan Yaochen Li A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities(AAAI_2024) PDF PPT
2024.4.25 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ling Tan Tingting Zhang Adaptive Graph Learning for Multimodal Conversational Emotion Detection(AAAI_2024) PDF PPT
2024.4.21 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Renhui Luo Research Progress Report on Sequence Recommendation PDF PPT
Jinyuan Zhang Research Progress Report on Multimodal Sentiment Analysis PDF PPT
2024.4.18 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Tingting Zhang Jiawei Cheng Research Progress Report on Multimodal Sentiment Analysis PDF PPT
Danling Wei Research Progress Report on Multi-Modal Sarcasm Detection PDF PPT
2024.4.7 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shuming Jiang Yabo Yin Research Progress Report on Multiple Behaviors for Recommendation PDF PPT
Liang Li Research Progress Report on Denoising methods for sequential recommendation PDF PPT
2024.4.1 (MON)
Place Time Session Chair Speaker Title
Online 15:00 - 17:00 Ling Tan Zhendong Huang MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation (WSDM_2024) PDF PPT
Junhao Cao Research Progress Report on Stance Detection PDF PPT
2024.3.28 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen Li Yang Jiang An Unsupervised Method for Fake News Detection using Graph Autoencoder with Masking (AAAI_2024) PDF PPT
Minqin Li Research Progress Report on Sequential Recommendation PDF PPT
2024.3.24 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Tingting Zhang Peng Shan Multi-Sequence Attentive User Representation Learning for Side-information Integrated Sequential Recommendation (WSDM_2024) PDF PPT
Yuyang Lai Research Progress Report on Information diffusion prediction PDF PPT
2024.3.21 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhendong Huang Shuming Jiang Bad Actor, Good Advisor Exploring the Role of Large Language Models in Fake News Detection (AAAI_2024) PDF PPT
Ke Gan Research Progress Report on Knowledge Graph Recommendation PDF PPT
2024.3.17 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Jiawei Cheng A Multi-level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition(IEEE_2024) PDF PPT
Ling Tan Proxy-based Item Representation for Attribute and Context-aware recommendation(WSDM_2024) PDF PPT
2024.3.14 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Peng Shan Liang Li Sciences_Graph neural networks with deep mutual learning for designing multi-modal recommendation systems(Information Sciences_2024) PDF PPT
Yaochen Li Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition(AAAI_2024) PDF PPT
2024.3.10 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Shuming Jiang Jinyuan Zhang Dynamic Multimodal Fusion(CVPR_2023) PDF PPT
Tingting Zhang CARAT Contrastive Feature Reconstruction and Aggregation for Multi-modal Multi-label Emotion Recognitio(AAAI_2024) PDF PPT
2024.3.7 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ling Tan Minqin Li An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention(AAAI_2024) PDF PPT
2024.3.3 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yaochen li Ke Gan *General Debiasing for Graph-based Collaborative Filtering via Adversarial Graph Dropout(WWW_2024) PDF PPT
Yang Jiang Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention (AAAI_2023) PDF PPT
2024.2.29 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Tingting Zhang Junhao Cao *Structure-CLIP Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations(AAAI_2024) PDF PPT
Peng Shan *Multimodal Counterfactual Learning Network for Multimedia-based Recommendation (SIGIR_2023) PDF PPT
2024.2.25 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhendong Huang Yuyang Lai MmAP Multi-modal Alignment Prompt for Cross-domain Multi-task Learning (AAAI_2024) PDF PPT
Shuming Jiang Revisiting Multimodal Representation in Contrastive Learning From Patch and Token Embeddings to Finite Discrete Tokens (CVPR_2023) PDF PPT
2024.2.22 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yang Jiang Renhui Luo G2SAM:Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection (AAAI_2024) PDF PPT
Ling Tan LGMRec Local and Global Graph Learning for Multimodal Recommendation (AAAI_2024) PDF PPT