| 2026 | AAAI | ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation. | Siqi Sun, Ben Peng Wu, Mali Jin, Peizhen Bai, Hanpei Zhang, Xingyi Song |
| 2025 | AAAI | PriFold: Biological Priors Improve RNA Secondary Structure Predictions. | Chenchen Yang, Hao Wu, Tao Shen, Kai Zou, Siqi Sun |
| 2025 | HPCC | Privacy-Preserving Decentralized Federated Learning for Heterogeneous Graphs. | Liya Ma, Runhua Xu, Lu Liu, Siqi Sun, Chen Li, Lihong Wang |
| 2025 | ICASSP | Optimized Dynamic Watermarking for Audio DNNs with Adaptive Embedding and Boundary Sampling. | Hao Fei, Hewang Nie, Siqi Sun, Songfeng Lu, Ting Luo, Ling Qian, Dunbo Cai, Zhiguo Huang, Runqing Zhang |
| 2025 | ICASSP | AccentBox: Towards High-Fidelity Zero-Shot Accent Generation. | Jinzuomu Zhong, Korin Richmond, Zhiba Su, Siqi Sun |
| 2025 | ICML | Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing. | Xiang Zhang, Jiaqi Wei, Zijie Qiu, Sheng Xu, Nanqing Dong, Zhiqiang Gao, Siqi Sun |
| 2025 | ICML | Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing. | Zijie Qiu, Jiaqi Wei, Xiang Zhang, Sheng Xu, Kai Zou, Zhi Jin, Zhiqiang Gao, Nanqing Dong, Siqi Sun |
| 2025 | Interspeech | Non-Standard Accent TTS Support via Large Multi-Accent Frontend Pronunciation Knowledge Transfer. | Noe Berger, Siqi Sun, Korin Richmond |
| 2025 | Interspeech | Acquiring Pronunciation from Speech Audio via Multi-task Learning. | Siqi Sun, Korin Richmond |
| 2024 | AAAI | 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 |
| 2024 | AAAI | 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 |
| 2024 | AAAI | Causal Representation Learning via Counterfactual Intervention. | Xiutian Li, Siqi Sun, Rui Feng |
| 2024 | EMNLP | CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack. | Siqi Sun, Procheta Sen, Wenjie Ruan |
| 2024 | Interspeech | Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer. | Siqi Sun, Korin Richmond |
| 2023 | ACL | TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees. | Siqi Sun, Wenjie Ruan |
| 2022 | AAAI | 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 |
| 2022 | ACL | Leveraging Knowledge in Multilingual Commonsense Reasoning. | Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng |
| 2022 | ACL | 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 |
| 2022 | IJCAI | 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 |
| 2021 | AAAI | FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding. | Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu |
| 2021 | ACL | 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 |
| 2021 | NAACL | 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 |
| 2020 | ACL | 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 |
| 2020 | EMNLP | Hierarchical Graph Network for Multi-hop Question Answering. | Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu |
| 2020 | EMNLP | Contrastive Distillation on Intermediate Representations for Language Model Compression. | Siqi Sun, Zhe Gan, Yuwei Fang, Yu Cheng, Shuohang Wang, Jingjing Liu |
| 2020 | EMNLP | Cross-Thought for Sentence Encoder Pre-training. | Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jingjing Liu, Jing Jiang |
| 2020 | ICLR | FreeLB: Enhanced Adversarial Training for Natural Language Understanding. | Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Tom Goldstein, Jingjing Liu |
| 2019 | EMNLP | Patient Knowledge Distillation for BERT Model Compression. | Siqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu |
| 2019 | ISMAR | 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 |
| 2017 | AISTATS | Learning Nonparametric Forest Graphical Models with Prior Information. | Yuancheng Zhu, Zhe Liu, Siqi Sun |
| 2017 | SMC | Human-robot interaction based on cognitive bias to increase motivation for daily exercise. | Takenori Obo, Chiaki Kasuya, Siqi Sun, Naoyuki Kubota |
| 2016 | LANMAN | 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 |
| 2015 | AISTATS | Inferring Block Structure of Graphical Models in Exponential Families. | Siqi Sun, Hai Wang, Jinbo Xu |
| 2015 | ICML | Learning Scale-Free Networks by Dynamic Node Specific Degree Prior. | Qingming Tang, Siqi Sun, Jinbo Xu |
| 2014 | AISTATS | Adaptive Variable Clustering in Gaussian Graphical Models. | Siqi Sun, Yuancheng Zhu, Jinbo Xu |
| 2012 | HPCC | A Study of the Memory Wall within the Jacobi Iteration Method. | Siqi Sun, Shan Wang, Wenfeng Shen, Weimin Xu, Yanheng Zheng |