| 2020.11.01 (Sun.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
|---|---|---|---|---|---|---|
| Online | 14:30 - 16:10 | Xiaofei Zhu | xingsheng Wang | Encoding History with Context-aware Representation Learning for Personalized Search (SIGIR 2020) | PDF PPT | |
| lele Duan | Correlation Networks for Extreme Multi-label Text Classification (KDD 2020) | PDF PPT | ||||
| 2020.10.09 (Fri.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:15 | Xiaofei Zhu | Zhanwang Peng | Label-Wise Document Pre-Training for Multi-Label Text Classification (NLPCC 2020) | PDF PPT | |
| Sijin Liu | K-BERT: Enabling Language Representation with Knowledge Graph (AAAI 2020) | PDF PPT | ||||
| 2020.09.24 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 20:45 | Xiaofei Zhu | Ting Wang | Global Context Enhanced Graph Neural Networks for Session-based Recommendation (SIGIR 2020) | PDF PPT | |
| Gu Tang | GRAPH-BERT Only Attention is Needed for Learning Graph Representations | PDF PPT | ||||
| 2020.09.17 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:15 - 20:40 | Xiaofei Zhu | Chenghong Li | OPTIMUS Organizing Sentences via Pre-trained Modeling of a Latent Space (Computer Science 2020) | PDF PPT | |
| / | / | PDF PPT | ||||
| 2020.08.27 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:40 | Xiaofei Zhu | Binyan Zhang | Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classication (Computer Science 2019) | PDF PPT | |
| / | / | PDF PPT | ||||
| 2020.08.20 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:40 | Xiaofei Zhu | Lin Zhu | Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis (ACL 2020) | PDF PPT | |
| Zhanwang Peng | Unsupervised Paraphrasing via Deep Reinforcement Learning.pdf（KDD 2020） | PDF PPT | ||||
| 2020.08.13 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:20 | Xiaofei Zhu | Hongyang Song | A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (EJCAI 2019) | PDF PPT | |
| tang Gu | Fine-grained Text Sentiment Transfer via Dependency Parsing（ECAI 2020） | PDF PPT | ||||
| 2020.07.23 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:45 | Xiaofei Zhu | Ting Wang | Rethinking Item Importance in Session-based Recommendation (SIGIR2020) | PDF PPT | |
| Ziteng Wu | A Knowledge-Aware Attentional Reasoning Network for Recommendation（AAAI 2020） | PDF PPT | ||||
| 2020.07.16 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:45 | Xiaofei Zhu | Lin Zhu | Attentive Pooling with Learnable Norms for Text Representation (ACL2020) | PDF PPT | |
| Binyan Zhang | GPT-GNN: Generative Pre-Training of Graph Neural Networks（KDD 2020） | PDF PPT | ||||
| 2020.07.09 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:45 | Xiaofei Zhu | Zhuomin Chen | Weak Supervision for Fake News (AAAI2020) | PDF PPT | |
| Zhanwang Peng | A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss（SIGIR 2020） | PDF PPT | ||||
| 2020.07.02 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:45 | Xiaofei Zhu | Gu Tang | Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification (ACL 2020) | PDF PPT | |
| / | / | PDF PPT | ||||
| 2020.06.26 (Fri.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:45 | Xiaofei Zhu | Ting Wang | Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation (SIGIR 2020) | PDF(Ref) PPT | |
| Hongyang Song | Reinforcement Learning | PDF PPT | ||||
| 2020.06.18 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:15 | Xiaofei Zhu | Zhuomin Chen | MAN: Mutual Attention Neural Networks Model for Aspect-Level Sentiment Classification in SIoT (IEEE Internet of Things Journal 2020) | PDF PPT | |
| Ziteng Wu | Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences （WWW 2019） | PDF PPT | ||||
| 2020.06.11 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:15 | Xiaofei Zhu | Lin Zhu | How Does Selective Mechanism Improve Self-Attention Networks? (ACL 2020) | PDF PPT | |
| Zhanwang Peng | An Attention-based Graph Neural Network for Heterogeneous Structural Learning （AAAI 2020） | PDF PPT | ||||
| 2020.06.04 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:15 | Xiaofei Zhu | Binyan Zhang | Multiple Positional Self-Attention Network for Text Classification (AAAI 2020) | PDF PPT | |
| Jie Wu | SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis （ACL 2020） | PDF PPT | ||||
| 2020.05.31 (Sun.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:15 | Xiaofei Zhu | Ting Wang | Graph Neural Networks for Social Recommendation (WWW 2019) | PDF PPT | |
| Gu Tang | Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks （ACL 2020） | PDF PPT | ||||
| 2020.05.25 (Sun.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:15 | Xiaofei Zhu | Zhuomin Chen | GraLSP: Graph Neural Networks with Local Structural Patterns (AAAI 2020) | PDF PPT | |
| Ziteng Wu | LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation (SIGIR 2020) | PDF PPT | ||||
| 2020.05.14 (Thu.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:15 | Xiaofei Zhu | Zhanwang Peng | ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations (AAAI 2020) | PDF PPT | |
| Lin Zhu | Relational Graph Attention Network for Aspect-based Sentiment Analysis (ACL 2020) | PDF PPT | ||||
| 2020.05.05 (Tue.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:15 | Xiaofei Zhu | Jie Wu | A Novel Cascade Binary Tagging Framework for Relational Triple Extraction (ACL 2020) | PDF PPT | |
| Binyan Zhang | Cluster-gated Convolutional Neural Network (ACL 2019) | PDF PPT | ||||
| 2020.04.28 (Tue.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 14:45 | Xiaofei Zhu | Ting Wang | Graph Enhanced Representation Learning for News Recommendation (WWW 2020) | PDF PPT | |
| Gu Tang | VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification (ECIR 2020) | PDF PPT | ||||
| 2020.04.21 (Tue.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 15:00 | Xiaofei Zhu | Zhuomin Chen | Rumor Detection on Social Media with Bi-Direction (AAAI 2020) | PDF PPT | |
| Lin Zhu | Global-Local Mutual Attention Model for Text Classification (IEEE 2020) | PDF PPT | ||||
| 2020.04.17 (Fri.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 20:00 - 21:50 | Xiaofei Zhu | Zhanwang Peng | A Knowledge-Aware Attentional Reasoning Network for Recommendation (AAAI 2020) | PDF PPT | |
| Jie Wu | Induction Networks for Few-Shot Text Classification (ACL 2020) | PDF PPT | ||||
| 2020.04.07 (Tue.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 16:10 | Xiaofei Zhu | Binyan Zhang | Deep Short Text Classification with Knowledge Powered Attention (AAAI 2020) | PDF PPT | |
| Gu Tang | K-BERT Enabling Language Representation with Knowledge Graph (AAAI 2020) | PDF PPT | ||||
| 2020.03.31 (Tue.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 16:10 | Xiaofei Zhu | Zhanwang Peng | Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions (AAAI 2020) | PDF PPT | |
| Ting Wang | Memory Augmented Graph Neural Networks for Sequential Recommendation (AAAI 2020) | PDF PPT | ||||
| 2020.03.24 (Tue.) | ||||||
| Place | Time | Session Chair | Speaker | Title | ||
| Online | 14:00 - 14:55 | Xiaofei Zhu | Lin Zhu | Text Level Graph Neural Network for Text Classification (AAAI 2020) | PDF PPT | |
| Gu Tang | Tensor Graph Convolutional Networks for Text Classification (AAAI 2020) | PDF PPT | ||||