Seminar
Spring, 2023
2023.7.30 (SUN)
Place Time Session Chair Speaker Title
Online 14:00 - 17:00 Renhui Luo Liang Li Disentangled Graph Contrastive Learning for Review-based Recommendation (IJCAI_2023) PDF PPT
Minqin Li CL4CTR:A Contrastive Learning Framework for CTR Prediction (WSDM_2023) PDF PPT
Dongdong Hu Simple and Efficient Heterogeneous Graph Neural Network (AAAI_2023) PDF PPT
2023.7.13 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Wenhao Chen Junhao Cao A Multi-task Model for Emotion and Offensive Aided Stance Detection of Climate Change Tweets (WWW_2023) PDF PPT
Yang Peng Link Prediction on Latent Heterogeneous Graphs (WWW_2023) PDF PPT
2023.7.9 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Minqin Li Ke Gan Knowledge Graph Self-Supervised Rationalization for Recommendation (KDD_2023) PDF PPT
Jiawei Cheng UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL_2023) PDF PPT
Zicong Dou Text Is All You Need:Learning Language Representations for Sequential Recommendation (KDD_2023) PDF PPT
2023.7.6 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Minqin Li Nengqiang Xiang Multi-Intention Oriented Contrastive Learning for Sequential Recommendation (WSDM_2023) PDF PPT
Changjiang Hu WhenSearch Meets Recommedation Learning Disentangled Search Representation for Recommendation (SIGIR_2023) PDF PPT
2023.6.29 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Liang Li Zhaoze Gao Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval (WSDM_2023) PDF PPT
Xiaoke Li End-to-End Multimodal Fact-Checking and Explanation Generation:A Challenging Dataset and Models (SIGIR_2023) PDF PPT
2023.6.25 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Xiaoke Li Liang Li Decision-Making Context Interaction Network for Click-Through Rate Prediction (AAAI_2023) PDF PPT
Renhui Luo TaxoComplete:Self-Supervised Taxonomy Completion Leveraging Position-Enhanced Semantic Matching (WWW_2023) PDF PPT
Yuyang Lai Learning Robust Multi-Modal Representation for Multi-Label Emotion Recognition via Adversarial Masking and Perturbation (WWW_2023) PDF PPT
2023.6.18 (SUN)
Place Time Session Chair Speaker Title
Online 14:00 - 16:30 Yang Peng Jinyuan Zhang SemiGNN-PPI:Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction (IJCAI_2023) PDF PPT
Minqin Li Modeling Temporal Positive and Negative Excitation for Sequential Recommendation (WWW_2023) PDF PPT
Dongdong Hu Multi-relational Contrastive Learning Graph Neural Network for Drug-drug Interaction Event Prediction (AAAI_2023) PDF PPT
2023.6.15 (THU)
Place Time Session Chair Speaker Title
B504 20:00 - 22:00 Changjiang Hu Junhao Cao KGTrust Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks (WWW_2023) PDF PPT
Yang Peng A Multimodal Framework for the Identification of VaccineCritical Memes on Twitter (WSDM_2023) PDF PPT
Nengqiang Xiang SADSemi-Supervised Anomaly Detection on Dynamic Graphs (IJCAI_2023) PDF PPT
2023.6.10 (SAT)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yabo Yin Ke Gan HIERARCHICAL AND CONTRASTIVE REPRESENTATION LEARNING FOR KNOWLEDGE-AWARE RECOMMENDATION (ICME_2023) PDF PPT
Zicong Dou Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition (ACL_2023) PDF PPT
2023.6.8 (THU)
Place Time Session Chair Speaker Title
B504 20:00 - 22:00 Dongdong Hu Jiawei Cheng Multiparty-Transformer for Capturing Contingent Behaviors in Group Conversations (IJCAI_2023) PDF PPT
Changjiang Hu Exploiting Explicit and Implicit Item relationships for Session-based Recommendation (WSDM_2023) PDF PPT
2023.6.4 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yidan Liu Yuyang Lai HyConvE:A Novel Embedding Model for Knowledge Hypergraph (WWW_2023) PDF PPT
Zhaoze Gao Robust Preference-Guided Denoising for Graph based Social Recommendation (WWW_2023) PDF PPT
Xiaoke Li Label Information Enhanced Fraud Detection against Low Homophily in Graph (WWW_2023) PDF PPT
2023.6.1 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhaoze Gao Liang Li FinalMLP:An Enhanced Two-Stream MLP Model for CTR Prediction (AAAI_2023) PDF PPT
Renhui Luo Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis (ACL_2023) PDF PPT
2023.5.20 (SAT)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zicong Dou Jinyuan Zhang On Generalized Degree Fairness in Graph Neural Networks (AAAI_2023) PDF PPT
Minqin Li Sequential Recommendation with Probabilistic Logical Reasoning (IJCAI_2023) PDF PPT
Dongdong Hu Neighbor Contrastive Learning on Learnable Graph Augmentation (AAAI_2023) PDF PPT
2023.5.18 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Rongrong Ma Nengqiang Xiang GOOD-DOn:Unsupervised Graph Out-Of-Distribution (WSDM_2023) PDF PPT
Junhao Cao TransESC:Smoothing Emotional Support Conversation via Turn-Level State Transition (ACL_2023) PDF PPT
2023.5.13 (SAT)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yuyang Lai Yang Peng Graph Anomaly Detection via Multi-Scale ContrastiveLearning Networks with Augmented View (AAAI_2023) PDF PPT
Zicong Dou SE-GSL:A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization (WWW_2023) PDF PPT
Ke Gan Knowledge-refined Denoising Network for Robust Recommendation (SIGIR_2023) PDF PPT
2023.5.11 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jinyuan Zhang Xiaoke Li Hashtag-Guided Low-Resource Tweet Classification (WWW_2023) PDF PPT
Changjiang Hu Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection (AAAI_2023) PDF PPT
Jiawei Cheng A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis (WWW_2023) PDF PPT
2023.5.9 (TUE)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ke Gan Zhaoze Gao DiffuSum:Generation Enhanced Extractive Summarization with Diffusion (ACL_2023) PDF PPT
Renhui Luo DialogueEIN:Emotion Interaction Network for Dialogue Affective Analysis (COLING_2022) PDF PPT
Yuyang Lai TSGP:Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering (EMNLP_2022) PDF PPT
2023.5.4 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Junhao Cao Dongdong Hu Hard Sample Aware Network for Contrastive Deep Graph Clustering (WSDM_2023) PDF PPT
Minqin Li Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation (SIGIR_2023) PDF PPT
Liang Li A Self-Attentive Interest Retrieval Recommender (CCET_2022) PDF PPT
2023.4.27 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Renhui Luo Nengqiang Xiang Knowledge-Adaptive Contrastive Learning for Recommendation (WSDM_2023) PDF PPT
Junhao Cao Target Really Matters Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection (COLING_2022) PDF PPT
Jinyuan Zhang UNREAL Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification (ICLR_2023) PDF PPT
2023.4.22 (SAT)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Wenhao Chen Yang Peng Decision Support System for Chronic DiseasesBased on Drug-Drug Interactions (ICDE_2023) PDF PPT
Zicong Dou HPT:Hierarchy-aware Prompt Tuning for Hierarchical Text Classification (EMNLP_2022) PDF PPT
Ke Gan Graph Collaborative Signals Denoising and Augmentation for Recommendation (SIGIR_2023) PDF PPT
2023.4.20 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Minqin Li Xiaoke Li Hashtag-Guided Low-Resource Tweet Classification (WWW_2023) PDF PPT
Changjiang Hu Uncertainty-aware Propagation Struture Reconstruction for Fake News Detection (COLING_2022) PDF PPT
Jiawei Cheng Self-supervised Cross-modal Pretraining for Speech Emotion and Sentiment Analysis Recognition (CVPR_2023) PDF PPT
2023.4.15 (SAT)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Liang Li Zhaoze Gao Continual Graph Convolutional Network for Text Classification (AAAI_2023) PDF PPT
Renhui Luo TSAM:A Two-Stream Attention Model for Causal Emotion Entailment (COLING_2022) PDF PPT
2023.4.13 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jiawei Cheng Dongdong Hu GraphPrompt:Unifying Pre-Training and Downstream Tasks for Graph Neural Networks (WWW_2023) PDF PPT
Minqin Li Multi-Behavior Recommendation with Cascading Graph Convolution Networks (WWW_2023) PDF PPT
Liang Li Dual Sparse Attention Network For Session-based Recommendation (AAAI_2021) PDF PPT
2023.4.8 (SAT)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Xiaoke Li Nengqiang Xiang Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation (WWW_2023) PDF PPT
Junhao Cao Exploiting Sentiment and Common Sense for Zero-shot Stance Detection (COLING_2022) PDF PPT
Ke Gan Automated Self-Supervised Learning for Recommendation (WWW_2023) PDF PPT
2023.4.6 (THU)
Place Time Session Chair Speaker Title
B504 and Online 14:00 - 16:00 Yang Peng Xiaoke Li Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions (WWW_2023) PDF PPT
Jiawei Cheng Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues (AAAI_2023) PDF PPT
Renhui Luo PAGE:A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation (ICASSP_2023) PDF PPT
2023.4.2 (SUN)
Place Time Session Chair Speaker Title
Online 14:00 - 16:00 Changjiang Hu Zhaoze Gao Borrowing Human Senses_Comment-Aware Self-Training for Social Media Multimodal Classification (EMNLP_2022) PDF PPT
Liang Li Optimizing Feature Set for Click-Through Rate Prediction (WWW_2023) PDF PPT
Yuyang Lai Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection (EMNLP_2022) PDF PPT
2023.3.30 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Nengqiang Xiang Dongdong Hu Neighbor Contrastive Learning on Learnable Graph Augmentation (AAAI_2023) PDF PPT
Jiawei Cheng Self-supervised Cross-modal Pretraining for Speech Emotion and Sentiment Analysis Recognition (EMNLP_2022) PDF PPT
Minqin Li A Self-Correcting Sequential Recommender (WWW_2023) PDF PPT
2023.3.26 (SUN)
Place Time Session Chair Speaker Title
Online 14:00 - 16:00 Yabo Yin Nengqiang Xiang Exploiting Explicit and Implicit Item relationships for Session-based Recommendation (WSDM_2023) PDF PPT
Ke Gan LIGHTGCL:SIMPLE YET EFFECTIVE GRAPH CONTRASTIVE LEARNING FOR RECOMMENDATION (ICLR_2022) PDF PPT
Junhao Cao Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access (EMNLP_2022) PDF PPT
2023.3.23 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Dongdong Hu Xiaoke Li Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection (AAAI_2023) PDF PPT
Yuyang Lai QaDialMoE:Question-answering Dialogue based Fact Verification with Mixture of Experts (EMNLP_2022) PDF PPT
Renhui Luo MuCDN:Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations (COLING_2022) PDF PPT
2023.3.19 (SUN)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yidan Liu Zhaoze Gao KHAN:Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction (WWW_2023) PDF PPT
Minqin Li Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation (AAAI_2023) PDF PPT
Liang Li ConsRec:Learning Consensus Behind Interactions for Group Recommendation (WWW_2023) PDF PPT
2023.3.16 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zhaoze Gao Dongdong Hu Simple and Efficient Heterogeneous Graph Neural Network (AAAI_2023) PDF PPT
Junhao Cao Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation (EMNLP_2022) PDF PPT
Jiawei Cheng Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media A New Dataset and Baseline (COLING_2022) PDF PPT
2023.3.2 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Zicong Dou Nengqiang Xiang ConsRec:Learning Consensus Behind Interactions for Group Recommendation (WWW_2023) PDF PPT
Renhui Luo A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction (EMNLP_2022) PDF PPT
Ke Gan Heterogeneous Graph Contrastive Learning for Recommendation (WSDM_2023) PDF PPT
2023.2.28 (TUE)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jinyuan Zhang Yidan Liu MACR: Multi-information Augmented Conversational Recommender (ESWA_2022) PDF PPT
Junhao Cao Few-shot Node Classification with Extremely Weak Supervision (WSDM_2023) PDF PPT
Ke Gan Neural Node Matching for Multi-Target Cross Domain Recommendation (ICDE_2023) PDF PPT
2023.2.26 (SUN)
Place Time Session Chair Speaker Title
Online 14:00 - 16:00 Rongrong Ma Xiaoke Li Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning (AAAI_2023) PDF PPT
Liang Li Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation (WSDM_2023) PDF PPT
Yuyang Lai A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking (WWW_2023) PDF PPT
2023.2.23 (THU)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Yuyang Lai Zhaoze Gao Improving Multi-task Stance Detection with Multi-task InteractionNetwork (EMNLP_2022) PDF PPT
Jiawei Cheng MULTIMODAL DYNAMIC FUSION NETWORK FOR EMOTION RECOGNITION IN CONVERSATIONS (ICASSP_2022) PDF PPT
Minqin Li Dual-interest Factorization-heads Attention for Sequential Recommendation (WWW_2023) PDF PPT
2023.2.20 (MON.)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Ke Gan Dongdong Hu Improving multimodal fusion with Main Modal Transformer for emotion recognition in conversation (KBS_2022) PDF PPT
Renhui Luo Generalized Category Discovery with Decoupled Prototypical Network (AAAI_2023) PDF PPT
Gu Tang Research Progress Report on session-based recommendation PDF PPT
2023.2.12 (SUN.)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Jiawei Cheng Xiaoke Li Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning (AAAI_2023) PDF PPT
Yidan Liu Research Progress Report on Argument Pair Extraction PDF PPT
2023.2.12 (SUN.)
Place Time Session Chair Speaker Title
Online 14:00 - 16:00 Renhui Luo Nengqiang Xiang Knowledge Enhancement for Contrastive Multi-Behavior Recommendation (WSDM_2023) PDF PPT
Yuyang Lai JointCL:A Joint Contrastive Learning Framework for Zero-Shot Stance Detection (ACL_2022) PDF PPT
Chenghong Li Research Progress Report on Node Classification PDF PPT
2023.2.9 (THU.)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Junhao Cao Zhaoze Gao CLNode: Curriculum Learning for Node Classification (WSDM_2023) PDF PPT
Liang Li Sparse Attentive Memory Network for Click-through Rate Prediction with Long Sequences (CIKM_2022) PDF PPT
Lele Duan Research Progress Report on Cross-Domain Recommendation PDF PPT
2023.2.2 (THU.)
Place Time Session Chair Speaker Title
Online 20:00 - 22:00 Wenhao Chen Ke Gan Graph-based Model Generation for Few-Shot Relation Extraction (EMNLP_2022) PDF PPT
Jiawei Cheng Fine-grained Contrastive Learning for Relation Extractionon (EMNLP_2022) PDF PPT
Sijin Liu Research Progress Report on Conversational emotion analysis PDF PPT