Liang, Shangsong

16 publications

ICLR 2025 SimPER: A Minimalist Approach to Preference Alignment Without Hyperparameters Teng Xiao, Yige Yuan, Zhengyu Chen, Mingxiao Li, Shangsong Liang, Zhaochun Ren, Vasant G Honavar

NeurIPS 2024 Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing Yanfang Ling, Jiyong Li, Lingbo Li, Shangsong Liang

ICLR 2024 CLEX: Continuous Length Extrapolation for Large Language Models Guanzheng Chen, Xin Li, Zaiqiao Meng, Shangsong Liang, Lidong Bing

AAAI 2024 Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Jiyong Li, Dilshod Azizov, Yang Li, Shangsong Liang

ICML 2023 Adaptive Compositional Continual Meta-Learning Bin Wu, Jinyuan Fang, Xiangxiang Zeng, Shangsong Liang, Qiang Zhang

AAAI 2022 Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng, Qiang Zhang, Shangsong Liang

NeurIPS 2021 Structure-Aware Random Fourier Kernel for Graphs Jinyuan Fang, Qiang Zhang, Zaiqiao Meng, Shangsong Liang

NeurIPS 2021 Variational Continual Bayesian Meta-Learning Qiang Zhang, Jinyuan Fang, Zaiqiao Meng, Shangsong Liang, Emine Yilmaz

AAAI 2021 Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang, Shutao Xia

AAAI 2019 Bayesian Deep Collaborative Matrix Factorization Teng Xiao, Shangsong Liang, Weizhou Shen, Zaiqiao Meng

AAAI 2019 Collaborative, Dynamic and Diversified User Profiling Shangsong Liang

IJCAI 2019 ISLF: Interest Shift and Latent Factors Combination Model for Session-Based Recommendation Jing Song, Hong Shen, Zijing Ou, Junyi Zhang, Teng Xiao, Shangsong Liang

AAAI 2019 Multi-Order Attentive Ranking Model for Sequential Recommendation Lu Yu, Chuxu Zhang, Shangsong Liang, Xiangliang Zhang

NeurIPS 2019 Semi-Supervisedly Co-Embedding Attributed Networks Zaiqiao Meng, Shangsong Liang, Jinyuan Fang, Teng Xiao

AAAI 2018 Dynamic User Profiling for Streams of Short Texts Shangsong Liang

AAAI 2017 Collaborative User Clustering for Short Text Streams Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas