Huang, Shujian

27 publications

ICLR 2025 DPLM-2: A Multimodal Diffusion Protein Language Model Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu

ICML 2025 Elucidating the Design Space of Multimodal Protein Language Models Cheng-Yen Hsieh, Xinyou Wang, Daiheng Zhang, Dongyu Xue, Fei Ye, Shujian Huang, Zaixiang Zheng, Quanquan Gu

AAAI 2025 MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen

ICML 2024 Diffusion Language Models Are Versatile Protein Learners Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu

AAAI 2023 CoP: Factual Inconsistency Detection by Controlling the Preference Shuaijie She, Xiang Geng, Shujian Huang, Jiajun Chen

AAAI 2023 Denoising Pre-Training for Machine Translation Quality Estimation with Curriculum Learning Xiang Geng, Yu Zhang, Jiahuan Li, Shujian Huang, Hao Yang, Shimin Tao, Yimeng Chen, Ning Xie, Jiajun Chen

AAAI 2023 Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation Min Liu, Yu Bao, Chengqi Zhao, Shujian Huang

AAAI 2022 Non-Parametric Online Learning from Human Feedback for Neural Machine Translation Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Jiajun Chen

AAAI 2021 Automated Cross-Prompt Scoring of Essay Traits Robert Ridley, Liang He, Xin-Yu Dai, Shujian Huang, Jiajun Chen

AAAI 2021 DirectQE: Direct Pretraining for Machine Translation Quality Estimation Qu Cui, Shujian Huang, Jiahuan Li, Xiang Geng, Zaixiang Zheng, Guoping Huang, Jiajun Chen

NeurIPS 2021 Duplex Sequence-to-Sequence Learning for Reversible Machine Translation Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li

AAAI 2020 Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo

AAAI 2020 GRET: Global Representation Enhanced Transformer Rongxiang Weng, Hao-Ran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen

AAAI 2020 Generating Diverse Translation by Manipulating Multi-Head Attention Zewei Sun, Shujian Huang, Hao-Ran Wei, Xinyu Dai, Jiajun Chen

AAAI 2020 Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction Zhen Wu, Fei Zhao, Xin-Yu Dai, Shujian Huang, Jiajun Chen

ICLR 2020 Mirror-Generative Neural Machine Translation Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen

IJCAI 2020 Towards Making the Most of Context in Neural Machine Translation Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch

IJCAI 2019 Correct-and-Memorize: Learning to Translate from Interactive Revisions Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen

IJCAI 2019 Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons Di Yin, Shujian Huang, Xin-Yu Dai, Jiajun Chen

AAAI 2018 Improving Review Representations with User Attention and Product Attention for Sentiment Classification Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen

JAIR 2017 A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing Hao Zhou, Yue Zhang, Chuan Cheng, Shujian Huang, Xinyu Dai, Jiajun Chen

IJCAI 2017 AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu

IJCAI 2017 Deep Matrix Factorization Models for Recommender Systems Hong-Jian Xue, Xinyu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen

IJCAI 2016 Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation Shujian Huang, Huifeng Sun, Chengqi Zhao, Jinsong Su, Xin-Yu Dai, Jiajun Chen

IJCAI 2015 A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shujian Huang, Jiajun Chen

ACML 2015 A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes Liqiang Niu, Xin-Yu Dai, Shujian Huang, Jiajun Chen

AAAI 2015 Structured Sparsity with Group-Graph Regularization Xin-Yu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen, Zhi-Hua Zhou