| 2026 | ACL | RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction. | Haonan Bian, Zhiyuan Yao, Sen Hu, Zishan Xu, Shaolei Zhang, Yifu Guo, Ziliang Yang, Xueran Han, Huacan Wang, Ronghao Chen |
| 2025 | AAAI | Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation. | Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Yang Feng |
| 2025 | ACL | LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis. | Qingkai Fang, Yan Zhou, Shoutao Guo, Shaolei Zhang, Yang Feng |
| 2025 | EMNLP | AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment. | Mengyu Bu, Shaolei Zhang, Zhongjun He, Hua Wu, Yang Feng |
| 2025 | EMNLP | IG-Pruning: Input-Guided Block Pruning for Large Language Models. | Kangyu Qiao, Shaolei Zhang, Yang Feng |
| 2025 | ICLR | LLaMA-Omni: Seamless Speech Interaction with Large Language Models. | Qingkai Fang, Shoutao Guo, Yan Zhou, Zhengrui Ma, Shaolei Zhang, Yang Feng |
| 2025 | ICLR | LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token. | Shaolei Zhang, Qingkai Fang, Zhe Yang, Yang Feng |
| 2024 | ACL | Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? | Qingkai Fang, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng |
| 2024 | ACL | Decoder-only Streaming Transformer for Simultaneous Translation. | Shoutao Guo, Shaolei Zhang, Yang Feng |
| 2024 | ACL | A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation. | Zhengrui Ma, Qingkai Fang, Shaolei Zhang, Shoutao Guo, Yang Feng, Min Zhang |
| 2024 | ACL | Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts. | Tian Yu, Shaolei Zhang, Yang Feng |
| 2024 | ACL | StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning. | Shaolei Zhang, Qingkai Fang, Shoutao Guo, Zhengrui Ma, Min Zhang, Yang Feng |
| 2024 | ACL | TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space. | Shaolei Zhang, Tian Yu, Yang Feng |
| 2024 | ICASSP | Glancing Future for Simultaneous Machine Translation. | Shoutao Guo, Shaolei Zhang, Yang Feng |
| 2023 | ACL | Learning Optimal Policy for Simultaneous Machine Translation via Binary Search. | Shoutao Guo, Shaolei Zhang, Yang Feng |
| 2023 | ACL | End-to-End Simultaneous Speech Translation with Differentiable Segmentation. | Shaolei Zhang, Yang Feng |
| 2023 | EMNLP | Simultaneous Machine Translation with Tailored Reference. | Shoutao Guo, Shaolei Zhang, Yang Feng |
| 2023 | EMNLP | Non-autoregressive Streaming Transformer for Simultaneous Translation. | Zhengrui Ma, Shaolei Zhang, Shoutao Guo, Chenze Shao, Min Zhang, Yang Feng |
| 2023 | ICLR | Hidden Markov Transformer for Simultaneous Machine Translation. | Shaolei Zhang, Yang Feng |
| 2022 | ACL | Modeling Dual Read/Write Paths for Simultaneous Machine Translation. | Shaolei Zhang, Yang Feng |
| 2022 | ACL | Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework. | Shaolei Zhang, Yang Feng |
| 2022 | ACL | Gaussian Multi-head Attention for Simultaneous Machine Translation. | Shaolei Zhang, Yang Feng |
| 2022 | EMNLP | Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation. | Shoutao Guo, Shaolei Zhang, Yang Feng |
| 2022 | EMNLP | Information-Transport-based Policy for Simultaneous Translation. | Shaolei Zhang, Yang Feng |
| 2022 | EMNLP | Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation. | Shaolei Zhang, Shoutao Guo, Yang Feng |
| 2021 | AAAI | Future-Guided Incremental Transformer for Simultaneous Translation. | Shaolei Zhang, Yang Feng, Liangyou Li |
| 2021 | EMNLP | Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy. | Shaolei Zhang, Yang Feng |
| 2021 | EMNLP | Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model. | Shaolei Zhang, Yang Feng |
| 2019 | ICONIP | Opinion Knowledge Injection Network for Aspect Extraction. | Shaolei Zhang, Gang Lu, Kai Shuang |
| 2010 | ICDS | Towards Learning Domain Ontology from Legacy Documents. | Yijian Wu, Shaolei Zhang, Wenyun Zhao |