| 2026 | ACL | DR-Arena: an Automated Evaluation Framework for Deep Research Agents. | Yiwen Gao, Ruochen Zhao, Yang Deng, Wenxuan Zhang |
| 2026 | CHIIR | AskAda: An AI-Anchored Conversational Agent for Scholarly Information Seeking in Educational Contexts to Improve Learning. | Ruochen Zhao, Nibras Ar Rakib, Qianru Shi, Sangeun Han, Javed Mostafa |
| 2025 | ACL | Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks. | Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing |
| 2025 | ACL | Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions. | Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Weiwen Xu, Deli Zhao, Lidong Bing |
| 2025 | EMNLP | Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents. | Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Yu Rong, Deli Zhao, Tian Feng, Lidong Bing |
| 2024 | ACL | Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. | Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty |
| 2024 | EACL | Explaining Language Model Predictions with High-Impact Concepts. | Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty |
| 2024 | ICLR | Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. | Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing |
| 2024 | NAACL | Lifelong Event Detection with Embedding Space Separation and Compaction. | Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty |
| 2023 | ACL | Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. | Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu |
| 2023 | ACL | Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? | Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao |
| 2023 | ACL | Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. | Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing |
| 2023 | EMNLP | Retrieving Multimodal Information for Augmented Generation: A Survey. | Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty |
| 2019 | IGARSS | A Spatial Spectrum Projection Algorithm for Airborne Bistatic Radar Efficient Imaging. | Deqing Mao, Yongchao Zhang, Yin Zhang, Yulin Huang, Jianyu Yang, Ruochen Zhao |