| 2026 | AAAI | Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning. | Xueyi Zhang, Chengwei Zhang, Zheng Li, Xiyu Wang, Siqi Cai, Mingrui Lao, Yanming Guo, Huiping Zhuang |
| 2026 | KDD | Heaven-Sent or Hell-Bent? Benchmarking the Intelligence and Defectiveness of LLM Hallucinations. | Chengxu Yang, Jingling Yuan, Siqi Cai, Jiawei Jiang, Chuang Hu |
| 2025 | AAAI | Mjlnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion. | Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin |
| 2025 | CCS | Poster: Adaptive Gradient Clipping with Personalized Differential Privacy for Heterogeneous Federated Learning. | Hao Zhou, Hua Dai, Siqi Cai, Geng Yang, Yang Xiang |
| 2025 | COLING | STAND-Guard: A Small Task-Adaptive Content Moderation Model. | Minjia Wang, Pingping Lin, Siqi Cai, Shengnan An, Shengjie Ma, Zeqi Lin, Congrui Huang, Bixiong Xu |
| 2025 | DAC | BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning. | Gang Wang, Siqi Cai, Zhenyu Li, Wenjie Li, Dongxu Lyu, Yanan Sun, Jianfei Jiang, Guanghui He |
| 2025 | ICASSP | ATGnet: Adaptive Temporal Graph Network for EEG-enabled Sound Source Tracking in Cocktail Party Scenarios. | Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Tanja Schultz, Haizhou Li |
| 2025 | ICCV | Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection. | Xueyi Zhang, Peiyin Zhu, Chengwei Zhang, Zhiyuan Yan, Jikang Cheng, Mingrui Lao, Siqi Cai, Yanming Guo |
| 2025 | Interspeech | Decoding Listener's Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer. | Zheyuan Lin, Siqi Cai, Haizhou Li |
| 2025 | Interspeech | GTAnet: Geometry-Guided Temporal Attention for EEG-Based Sound Source Tracking in Cocktail Party Scenarios. | Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Haizhou Li, Tanja Schultz |
| 2025 | Interspeech | NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform. | Dashanka De Silva, Siqi Cai, Saurav Pahuja, Tanja Schultz, Haizhou Li |
| 2025 | SIGIR | Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing. | Mingrui Lao, Zheng Li, Yanming Guo, Xueyi Zhang, Siqi Cai, Zhaoyun Ding, Haizhou Li |
| 2024 | EMNLP | Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks. | Shengnan An, Zexiong Ma, Siqi Cai, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen |
| 2024 | ICASSP | Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks. | Siqi Cai, Ran Zhang, Haizhou Li |
| 2024 | Interspeech | ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations. | Zijie Lin, Tianyu He, Siqi Cai, Haizhou Li |
| 2024 | Interspeech | Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG. | Saurav Pahuja, Gabriel Ivucic, Pascal Himmelmann, Siqi Cai, Tanja Schultz, Haizhou Li |
| 2024 | ISCAS | A High-Throughput Lossless Image Compression Engine Optimized for Compression Ratio. | Siqi Cai, Yuzhou Chen, Wenhui Zhang, Zeyuan Jin, Gang Wang, Hao Chen, Guanghui He |
| 2024 | ISCAS | MEIN: A Multicast-Efficient Interconnect Network for Multi-Chiplet DNN Accelerators. | Hao Chen, Xuyan Wang, Jinming Zhang, Xiao Han, Siqi Cai, Yaoyao Ye, Guanghui He |
| 2023 | AAAI | MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract). | Xuan Liu, Siqi Cai, Lin Li, Rui Zhang, Song Guo |
| 2023 | CoDIT | Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic Rehabilitation. | Siqi Cai, Longhan Xie |
| 2023 | CoDIT | Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM Model. | Yizhi Liao, Haiyu Zhou, Longhan Xie, Siqi Cai |
| 2023 | ICASSP | Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. | Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz |
| 2023 | ICASSP | A Mutual Implicit Sentiment Analysis Model with Bundle-Aware Contrastive Learning. | Siqi Cai, Jingling Yuan, Lin Li |
| 2023 | Interspeech | EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network. | Ruicong Wang, Siqi Cai, Haizhou Li |
| 2023 | SMC | Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. | Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz |
| 2021 | ICDAR | HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text Recognition. | Siqi Cai, Wenyuan Xue, Qingyong Li, Peng Zhao |
| 2021 | SIGdial | Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. | Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li |
| 2020 | ACCV | Query by Strings and Return Ranking Word Regions with Only One Look. | Peng Zhao, Wenyuan Xue, Qingyong Li, Siqi Cai |
| 2020 | Interspeech | Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals. | Siqi Cai, Enze Su, Yonghao Song, Longhan Xie, Haizhou Li |