| 2026 | ACL | Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing. | Tingyu Song, Yanzhao Zhang, Mingxin Li, Zhuoning Guo, Dingkun Long, Pengjun Xie, Siyue Zhang, Yilun Zhao, Shu Wu |
| 2026 | ACL | A Survey of Reasoning-Intensive Retrieval: Progress and Challenges. | Yiyang Wei, Tingyu Song, Siyue Zhang, Yilun Zhao |
| 2026 | ACL | Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems. | Yilun Zhao, Jinbiao Wei, Tingyu Song, Siyue Zhang, Chen Zhao, Arman Cohan |
| 2025 | EMNLP | SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering. | Kaiyue Feng, Siyue Zhang, Bingsen Chen, Yilun Zhao, Chen Zhao |
| 2025 | EMNLP | LimRank: Less is More for Reasoning-Intensive Information Reranking. | Tingyu Song, Yilun Zhao, Siyue Zhang, Chen Zhao, Arman Cohan |
| 2025 | EMNLP | MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering. | Siyue Zhang, Yuxiang Xue, Yiming Zhang, Xiaobao Wu, Anh Tuan Luu, Chen Zhao |
| 2025 | EMNLP | Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective. | Siyue Zhang, Yilun Zhao, Liyuan Geng, Arman Cohan, Anh Tuan Luu, Chen Zhao |
| 2025 | EMNLP | RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering. | Yiming Zhang, Siyue Zhang, Junbo Zhao, Chen Zhao |
| 2024 | EMNLP | SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA. | Siyue Zhang, Anh Tuan Luu, Chen Zhao |
| 2023 | GLOBECOM | Sustainable AIGC Workload Scheduling of Geo-Distributed Data Centers: A Multi-Agent Reinforcement Learning Approach. | Siyue Zhang, Minrui Xu, Wei Yang Bryan Lim, Dusit Niyato |