Siqi Sun

Orcid: 0000-0001-7240-8724

According to our database1, Siqi Sun authored at least 68 papers between 2012 and 2024.

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Bibliography

2024
An Adaptive Optimization Algorithm in LSTM for SOC Estimation Based on Improved Borges Derivative.
IEEE Trans. Ind. Informatics, February, 2024

Acquiring Pronunciation Knowledge from Transcribed Speech Audio via Multi-task Learning.
CoRR, 2024

AccentBox: Towards High-Fidelity Zero-Shot Accent Generation.
CoRR, 2024

BEACON: Benchmark for Comprehensive RNA Tasks and Language Models.
CoRR, 2024

Safeguarding Large Language Models: A Survey.
CoRR, 2024

Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model.
CoRR, 2024

Privacy-preserving graph publishing with disentangled variational information bottleneck.
Concurr. Comput. Pract. Exp., 2024

Accurate prediction of antibody function and structure using bio-inspired antibody language model.
Briefings Bioinform., 2024

DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping.
Proceedings of the 33rd USENIX Security Symposium, 2024

Causal Representation Learning via Counterfactual Intervention.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing.
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.
EURASIP J. Wirel. Commun. Netw., December, 2023

bjXnet: an improved bug localization model based on code property graph and attention mechanism.
Autom. Softw. Eng., June, 2023

A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development.
IEEE CAA J. Autom. Sinica, May, 2023

Improving Seq2Seq TTS Frontends With Transcribed Speech Audio.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

SecTKG: A Knowledge Graph for Open-Source Security Tools.
Int. J. Intell. Syst., 2023

Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation.
CoRR, 2023

Design, Actuation, and Functionalization of Untethered Soft Magnetic Robots with Life-Like Motions: A Review.
CoRR, 2023

AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction.
CoRR, 2023

TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees.
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.
CoRR, 2022

Motor Learning based on Presentation of a Tentative Goal.
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.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

An Interpretable Causal Approach for Bronchopulmonary Dysplasia Prediction.
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.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Leveraging Knowledge in Multilingual Commonsense Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling.
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.
Entropy, 2021

Joint Retrieval and Generation Training for Grounded Text Generation.
CoRR, 2021

LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval.
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.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Cluster-Former: Clustering-based Sparse Transformer for Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding.
CoRR, 2020

Accelerating Real-Time Question Answering via Question Generation.
CoRR, 2020

Unsupervised and Supervised Structure Learning for Protein Contact Prediction.
CoRR, 2020

A Novel MEGNet for Classification of High-Frequency Oscillations in Magnetoencephalography of Epileptic Patients.
Complex., 2020

FreeLB: Enhanced Adversarial Training for Natural Language Understanding.
Proceedings of the 8th International Conference on Learning Representations, 2020

Cross-Thought for Sentence Encoder Pre-training.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Contrastive Distillation on Intermediate Representations for Language Model Compression.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Hierarchical Graph Network for Multi-hop Question Answering.
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.
Proceedings of the 5th International Conference on Control, Robotics and Cybernetics, 2020

Research on Android Application Detection based on static permission and Random Forest.
Proceedings of the 5th International Conference on Control, Robotics and Cybernetics, 2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019
FreeLB: Enhanced Adversarial Training for Language Understanding.
CoRR, 2019

Easy Extrinsic Calibration of VR System and Multi-camera Based Marker-Less Motion Capture System.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Patient Knowledge Distillation for BERT Model Compression.
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.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model.
PLoS Comput. Biol., 2017

Human-robot interaction based on cognitive bias to increase motivation for daily exercise.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Learning Nonparametric Forest Graphical Models with Prior Information.
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.
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.
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.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Graphical Model Sketch.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Understanding the Impact of AP Density on WiFi Performance Through Real-World Deployment.
Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2016

Smart Device Interlocked Robot Partner for Elderly Care.
Proceedings of the Intelligent Robotics and Applications - 9th International Conference, 2016

2015
Nonparametric Estimation of Scale-Free Graphical Models.
CoRR, 2015

AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling.
CoRR, 2015

Learning Scale Free Network by Node Specific Degree Prior.
CoRR, 2015

Learning structured densities via infinite dimensional exponential families.
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.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Predicting diverse M-best protein contact maps.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Inferring Block Structure of Graphical Models in Exponential Families.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014
A novel method for information propagation model perceiving.
Proceedings of the International Conference on Computing, Networking and Communications, 2014

Adaptive Variable Clustering in Gaussian Graphical Models.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2012
A Study of the Memory Wall within the Jacobi Iteration Method.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012


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