# Survey related papers
> https://blog.csdn.net/qq_35240640/article/details/104662710

Keywoard: sequential recpmmendation, session-based, next item, next basket

## CIKM 2019
- **Rethinking the Item Order** in Session-based Recommendation with Graph Neural Networks
> https://dl.acm.org/doi/pdf/10.1145/3357384.3358010

## AAAI 2020
- Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation
- Enhancing Personalized Trip Recommendation with Attractive Routes
- An Attentional Recurrent Neural Network for Personalized Next Location Recommendation
- [x] Memory Augmented Graph Neural Networks for Sequential Recommendation
- [x] Sequential Recommendation with Relation-Aware Kernelized Self-Attention

## IJCAI 2020
- Collaborative Self-Attention Network for Session-based Recommendation

- ==Memory Augmented Neural Model for Incremental Session-based Recommendation==
> https://arxiv.org/pdf/2005.01573.pdf

- Seq2seq Translation Model for Sequential Recommendation
> https://arxiv.org/pdf/1912.07274.pdf

- ~~Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning~~

## ICML 2020
- Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters

> https://arxiv.org/pdf/2006.15516.pdf

## WWW 2020
> https://blog.csdn.net/abcdefg90876/article/details/105671989

- Adaptive Hierarchical Translation-based Sequential Recommendation
> http://people.tamu.edu/~zhan13679/Paper/Adaptive-Hierarchical-Translation-Sequential.pdf

- Keywords Generation Improves E-Commerce Session-based Recommendation

- ==Attentive Sequential Model of Latent Intent for Next Item Recommendation==
> https://static1.squarespace.com/static/5e239f34ffaab9146caed4c5/t/5e9c990456774a007c06000a/1587321094990/2020_www_mehrab.pdf

- ==A Contextualized Temporal Attention Mechanism for Sequential Recommendation==
> https://arxiv.org/pdf/2002.00741.pdf

- ==Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation==
> https://arxiv.org/pdf/1906.04473.pdf

## SIGIR 2020
> https://sigir.org/sigir2020/accepted-papers/

- ==TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation==
> https://arxiv.org/pdf/2005.02844v1.pdf

- ==Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation==
> https://arxiv.org/pdf/2006.06922.pdf

- Global Context Enhanced Graph Nerual Networks for Session-based Recommendation

- GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation
> https://www.dropbox.com/s/788pz0gmxotnv8d/SIGIR_2020_camera_ready_Ruihong.pdf?dl=0

- Session-based Recommendation with Hierarchical Leaping Networks

- **Predicting Session Length** for Product Search on E-commerce Platform

- **Rethinking Item Importance** in Session-based Recommendation
> https://arxiv.org/pdf/2005.04456.pdf

- Next-item Recommendation with Sequential Hypergraphs

- Modeling Personalized Item Frequency Information for Next-basket Recommendation
> https://arxiv.org/pdf/2006.00556.pdf

## KDD 2020
> https://www.kdd.org/kdd2020/accepted-papers

### Session
- Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation

### Cold start
- MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation
- Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation
> https://yuanfulu.github.io/publication/KDD-MetaHIN.pdf

### Others
- Temporal-Contextual Recommendation in Real-Time
- SimClusters: Community-Based Representations for Heterogeneous Recommendations at Twitter
- Privileged Features Distillation at Taobao Recommendations
- PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest

---
**Arxiv**

- NEIGHBORHOOD-ENHANCED AND TIME-AWARE MODEL FOR SESSION BASED RECOMMENDATION
> https://arxiv.org/pdf/1909.11252v2.pdf

- Matrix embedding method in match for session-based recommendation
> https://arxiv.org/pdf/1908.10180v1.pdf

- Session-based Sequential Skip Prediction via Recurrent Neural Networks
> https://arxiv.org/pdf/1902.04743v1.pdf

- Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation
> https://arxiv.org/pdf/2006.15346v1.pdf

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# Sequential recommendation

## CIKM 2018, 2019
- Recommendation Through Mixtures of Heterogeneous Item Relationships
- BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
> https://dl.acm.org/doi/pdf/10.1145/3357384.3357895

## KDD 2019, 2020
- Hierarchical gating networks for sequential recommendation
- An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph ==Amazon==
> https://www.amazon.science/publications/an-efficient-neighborhood-based-interaction-model-for-recommendation-on-heterogeneous-graph