State Tracking Networks for Dialog State Tracking. - Xuguang Wang; Xingyi Cheng; Jie Zhou 025; Wei Xu 017 (AAAI Workshops, 2018)

DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting. - Xingyi Cheng; Ruiqing Zhang; Jie Zhou 025; Wei Xu 017 (IJCNN, 2018)

Variational Semi-Supervised Aspect-Term Sentiment Analysis via Transformer. - Xingyi Cheng; Weidi Xu; Taifeng Wang; Wei Chu; Weipeng Huang; Kunlong Chen; Junfeng Hu (CoNLL, 2019)

BERT-Based Multi-head Selection for Joint Entity-Relation Extraction. - Weipeng Huang; Xingyi Cheng; Taifeng Wang; Wei Chu (NLPCC (2), 2019)

Toward Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning. - Weipeng Huang; Xingyi Cheng; Kunlong Chen; Taifeng Wang; Wei Chu (CoRR, 2019)

An end-to-end Neural Network Framework for Text Clustering. - Jie Zhou 016; Xingyi Cheng; Jinchao Zhang 001 (CoRR, 2019)

Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. - Xingyi Cheng; Weidi Xu; Kunlong Chen; Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Luo Si; Wei Chu; Taifeng Wang (CoRR, 2019)

SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check. - Xingyi Cheng; Weidi Xu; Kunlong Chen; Shaohua Jiang; Feng Wang; Taifeng Wang; Wei Chu; Yuan Qi 001 (ACL, 2020)

Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning. - Weipeng Huang; Xingyi Cheng; Kunlong Chen; Taifeng Wang; Wei Chu (COLING, 2020)

Question Directed Graph Attention Network for Numerical Reasoning over Text. - Kunlong Chen; Weidi Xu; Xingyi Cheng; Zou Xiaochuan; Yuyu Zhang; Le Song; Taifeng Wang; Yuan Qi 001; Wei Chu (EMNLP (1), 2020)

Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. - Weidi Xu; Xingyi Cheng; Kunlong Chen; Taifeng Wang (SIGIR, 2020)

K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering. - Fu Sun; Feng-Lin Li; Ruize Wang; Qianglong Chen; Xingyi Cheng; Ji Zhang 011 (CIKM, 2021)

Dual-View Distilled BERT for Sentence Embedding. - Xingyi Cheng (SIGIR, 2021)

Won't Get Fooled Again: Answering Questions with False Premises. - Shengding Hu; Yifan Luo; Huadong Wang; Xingyi Cheng; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2023)

xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data. - Jing Gong; Minsheng Hao; Xingyi Cheng; Xin Zeng; Chiming Liu; Jianzhu Ma; Xuegong Zhang; Taifeng Wang; Le Song (NeurIPS, 2023)

Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization. - Ruijia Wang; YiWu Sun; Yujie Luo; Shaochuan Li; Cheng Yang 002; Xingyi Cheng; Hui Li; Chuan Shi 001; Le Song (NeurIPS, 2023)

Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations. - Lifan Yuan; Yangyi Chen; Ganqu Cui; Hongcheng Gao; Fangyuan Zou; Xingyi Cheng; Heng Ji 001; Zhiyuan Liu 001; Maosong Sun 001 (NeurIPS, 2023)

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations. - Lifan Yuan; Yangyi Chen; Ganqu Cui; Hongcheng Gao; Fangyuan Zou; Xingyi Cheng; Heng Ji 001; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training. - Bo Chen 026; Zhilei Bei; Xingyi Cheng; Pan Li; Jie Tang 001; Le Song (NeurIPS, 2024)

Training Compute-Optimal Protein Language Models. - Xingyi Cheng; Bo Chen 026; Pan Li; Jing Gong; Jie Tang 001; Le Song (NeurIPS, 2024)

xTrimoPGLM: Unified 100B-Scale Pre-trained Transformer for Deciphering the Language of Protein. - Bo Chen 026; Xingyi Cheng; Pan Li; Yangli-ao Geng; Jing Gong; Shen Li; Zhilei Bei; Xu Tan; Boyan Wang; Xin Zeng; Chiming Liu; Aohan Zeng; et al. (CoRR, 2024)

Protein Inverse Folding From Structure Feedback. - Junde Xu; Zijun Gao; Xinyi Zhou 010; Jie Hu; Xingyi Cheng; Le Song; Guangyong Chen; Pheng-Ann Heng; Jiezhong Qiu (CoRR, 2025)