Siqi Sun

According to our database, Siqi Sun authored at least 63 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An Adaptive Optimization Algorithm in LSTM for SOC Estimation Based on Improved Borges Derivative.

Kai Jia, Zhe Gao, Ruicheng Ma, Haoyu Chai, Siqi Sun

IEEE Trans. Ind. Informatics, February, 2024

Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model.

Peng Zhou, Jianmin Wang, Chunyan Li, Zixu Wang, Yiping Liu, Siqi Sun, Jianxin Lin, Longyue Wang, Xiangxiang Zeng

CoRR, 2024

DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping.

Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi

CoRR, 2024

Privacy-preserving graph publishing with disentangled variational information bottleneck.

Liya Ma, Chen Li, Siqi Sun, Shu Guo, Lihong Wang, Jianxin Li

Concurr. Comput. Pract. Exp., 2024

Causal Representation Learning via Counterfactual Intervention.

Xiutian Li, Siqi Sun, Rui Feng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues.

Linglin Jing, Sheng Xu, Yifan Wang, Yuzhe Zhou, Tao Shen, Zhigang Ji, Hui Fang, Zhen Li, Siqi Sun

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing.

Zhi Jin, Sheng Xu, Xiang Zhang, Tianze Ling, Nanqing Dong, Wanli Ouyang, Zhiqiang Gao, Cheng Chang, Siqi Sun

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A novel deep learning automatic modulation classifier with fusion of multichannel information using GRU.

Siqi Sun, Yongyu Wang

EURASIP J. Wirel. Commun. Netw., December, 2023

bjXnet: an improved bug localization model based on code property graph and attention mechanism.

Jiaxuan Han, Cheng Huang, Siqi Sun, Zhonglin Liu, Jiayong Liu

Autom. Softw. Eng., June, 2023

A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development.

Tianyu Wu, Shizhu He, Jingping Liu, Siqi Sun, Kang Liu, Qing-Long Han, Yang Tang

IEEE CAA J. Autom. Sinica, May, 2023

Improving Seq2Seq TTS Frontends With Transcribed Speech Audio.

Siqi Sun, Korin Richmond, Hao Tang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

SecTKG: A Knowledge Graph for Open-Source Security Tools.

Siqi Sun, Cheng Huang, Tiejun Wu, Yi Shen

Int. J. Intell. Syst., 2023

Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation.

Le Zhang, Jiayang Chen, Tao Shen, Yu Li, Siqi Sun

CoRR, 2023

Design, Actuation, and Functionalization of Untethered Soft Magnetic Robots with Life-Like Motions: A Review.

Jiaqi Miao, Siqi Sun

CoRR, 2023

AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction.

Zhongju Yuan, Tao Shen, Sheng Xu, Leiye Yu, Ruobing Ren, Siqi Sun

CoRR, 2023

TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees.

Siqi Sun, Wenjie Ruan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction.

Tao Shen, Zhihang Hu, Zhangzhi Peng, Jiayang Chen, Peng Xiong, Liang Hong, Liangzhen Zheng, Yixuan Wang, Irwin King, Sheng Wang, Siqi Sun, Yu Li

CoRR, 2022

Motor Learning based on Presentation of a Tentative Goal.

Siqi Sun, Yongqing Sun, Mitsuhiro Goto, Shigekuni Kondo, Dan Mikami, Susumu Yamamoto

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention.

Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

An Interpretable Causal Approach for Bronchopulmonary Dysplasia Prediction.

Siqi Sun, Wei Ji, Liangfeng Tang, Xiaobo Zhang, Yuejie Zhang, Rui Feng

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.

Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Leveraging Knowledge in Multilingual Commonsense Reasoning.

Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling.

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

An Improved Chinese String Comparator for Bloom Filter Based Privacy-Preserving Record Linkage.

Siqi Sun, Yining Qian, Ruoshi Zhang, Yanqi Wang, Xinran Li

Entropy, 2021

Joint Retrieval and Generation Training for Grounded Text Generation.

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

CoRR, 2021

LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval.

Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

CellDet: Dual-Task Cell Detection Network for IHC-Stained Image Analysis.

Wei Ji, Weiwei Tian, Wenbin Pan, Siqi Sun, Hui Jiang, Rui Feng, Yuejie Zhang, Rui-Wei Zhao, Gang Jin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Cluster-Former: Clustering-based Sparse Transformer for Question Answering.

Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding.

Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding.

Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu

CoRR, 2020

Accelerating Real-Time Question Answering via Question Generation.

Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu

CoRR, 2020

Unsupervised and Supervised Structure Learning for Protein Contact Prediction.

Siqi Sun

CoRR, 2020

A Novel MEGNet for Classification of High-Frequency Oscillations in Magnetoencephalography of Epileptic Patients.

Jun Liu, Siqi Sun, Yang Liu, Jiayang Guo, Hailong Li, Yuan Gao, Jintao Sun, Jing Xiang

Complex., 2020

FreeLB: Enhanced Adversarial Training for Natural Language Understanding.

Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Tom Goldstein, Jingjing Liu

Proceedings of the 8th International Conference on Learning Representations, 2020

Cross-Thought for Sentence Encoder Pre-training.

Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jingjing Liu, Jing Jiang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Contrastive Distillation on Intermediate Representations for Language Model Compression.

Siqi Sun, Zhe Gan, Yuwei Fang, Yu Cheng, Shuohang Wang, Jingjing Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Hierarchical Graph Network for Multi-hop Question Answering.

Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Epilepsy Detection Using Random Forest Classification Based on Locally Linear Embedding Algorithm.

Qing Hou, Yang Liu, Jun Liu, Siqi Sun

Proceedings of the 5th International Conference on Control, Robotics and Cybernetics, 2020

Research on Android Application Detection based on static permission and Random Forest.

Xiao Chen, Xin Li, Peng Chen, Yang Liu, Siqi Sun, Jun Liu

Proceedings of the 5th International Conference on Control, Robotics and Cybernetics, 2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation.

Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019

FreeLB: Enhanced Adversarial Training for Language Understanding.

Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Tom Goldstein, Jingjing Liu

CoRR, 2019

Easy Extrinsic Calibration of VR System and Multi-camera Based Marker-Less Motion Capture System.

Kosuke Takahashi, Dan Mikami, Mariko Isogawa, Siqi Sun, Yoshinori Kusachi

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Patient Knowledge Distillation for BERT Model Compression.

Siqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Reconstructing positive surveys from negative surveys by improved artificial immune network.

Ran Liu, Mengxi Xie, Siqi Sun

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017

Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model.

Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu

PLoS Comput. Biol., 2017

Human-robot interaction based on cognitive bias to increase motivation for daily exercise.

Takenori Obo, Chiaki Kasuya, Siqi Sun, Naoyuki Kubota

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Learning Nonparametric Forest Graphical Models with Prior Information.

Yuancheng Zhu, Zhe Liu, Siqi Sun

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Smart Device Interlocked Robot Partners for Information Support Systems in Sightseeing Guide.

Siqi Sun, Takahiro Takeda, Hisae Koyama, Naoyuki Kubota

Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Health Promotion Using Smart Device Interlocked Robot Partners for Elderly People.

Siqi Sun, Takenori Obo, Chu Kiong Loo, Naoyuki Kubota

Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling.

Sheng Wang, Siqi Sun, Jinbo Xu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Graphical Model Sketch.

Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Understanding the Impact of AP Density on WiFi Performance Through Real-World Deployment.

Kaixin Sui, Siqi Sun, Yousef Azzabi, Xiaoping Zhang, Youjian Zhao, Jilong Wang, Zimu Li, Dan Pei

Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2016

Smart Device Interlocked Robot Partner for Elderly Care.

Takenori Obo, Siqi Sun, Naoyuki Kubota

Proceedings of the Intelligent Robotics and Applications - 9th International Conference, 2016

2015

Nonparametric Estimation of Scale-Free Graphical Models.

Yuancheng Zhu, Zhe Liu, Siqi Sun

CoRR, 2015

AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling.

Sheng Wang, Siqi Sun, Jinbo Xu

CoRR, 2015

Learning Scale Free Network by Node Specific Degree Prior.

Qingming Tang, Siqi Sun, Chao Yang, Jinbo Xu

CoRR, 2015

Learning structured densities via infinite dimensional exponential families.

Siqi Sun, Mladen Kolar, Jinbo Xu

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning Scale-Free Networks by Dynamic Node Specific Degree Prior.

Qingming Tang, Siqi Sun, Jinbo Xu

Proceedings of the 32nd International Conference on Machine Learning, 2015

Predicting diverse M-best protein contact maps.

Siqi Sun, Jianzhu Ma, Sheng Wang, Jinbo Xu

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Inferring Block Structure of Graphical Models in Exponential Families.

Siqi Sun, Hai Wang, Jinbo Xu

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

A novel method for information propagation model perceiving.

Chengqi Yi, Yuanyuan Bao, Siqi Sun, Yibo Xue

Proceedings of the International Conference on Computing, Networking and Communications, 2014

Adaptive Variable Clustering in Gaussian Graphical Models.

Siqi Sun, Yuancheng Zhu, Jinbo Xu

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2012

A Study of the Memory Wall within the Jacobi Iteration Method.

Siqi Sun, Shan Wang, Wenfeng Shen, Weimin Xu, Yanheng Zheng

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012