| 2026 | WWW | TRACE: Trajectory Recovery with State Propagation Diffusion for Urban Mobility. | Jinming Wang, Hai Wang, Hongkai Wen, Geyong Min, Man Luo |
| 2026 | WWW | CityVerse: A Unified Data Framework for Evaluating Large Language Models in Urban Computing. | Yaqiao Zhu, Hongkai Wen, Mark H. Birkin, Man Luo |
| 2026 | WWW | HALO: Hierarchical Reinforcement Learning for Large-Scale Adaptive Traffic Signal Control. | Yaqiao Zhu, Hongkai Wen, Geyong Min, Man Luo |
| 2025 | CVPR | DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis. | Ziyin Zeng, Mingyue Dong, Jian Zhou, Huan Qiu, Zhen Dong, Man Luo, Bijun Li |
| 2025 | EMNLP | Probing Semantic Routing in Large Mixture-of-Expert Models. | Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Man Luo, Sungduk Yu, Chendi Xue, Vasudev Lal |
| 2025 | ICML | SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs. | Xin Su, Man Luo, Kris W. Pan, Tien Pei Chou, Vasudev Lal, Phillip Howard |
| 2025 | ICML | Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization. | Peiyan Zhang, Haibo Jin, Leyang Hu, Xinnuo Li, Liying Kang, Man Luo, Yangqiu Song, Haohan Wang |
| 2025 | IJCAI | High-Fidelity Road Network Generation with Latent Diffusion Models. | Jinming Wang, Hongkai Wen, Geyong Min, Man Luo |
| 2025 | IJCAI | BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling. | Yixuan Zhao, Hongkai Wen, Xingchen Zhang, Man Luo |
| 2025 | WACV | Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation. | Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo |
| 2024 | ACL | LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models. | Mihir Parmar, Nisarg Patel, Neeraj Varshney, Mutsumi Nakamura, Man Luo, Santosh Mashetty, Arindam Mitra, Chitta Baral |
| 2023 | ACL | End-to-end Knowledge Retrieval with Multi-modal Queries. | Man Luo, Zhiyuan Fang, Tejas Gokhale, Yezhou Yang, Chitta Baral |
| 2023 | ACL | A Study on the Efficiency and Generalization of Light Hybrid Retrievers. | Man Luo, Shashank Jain, Anchit Gupta, Arash Einolghozati, Barlas Oguz, Debojeet Chatterjee, Xilun Chen, Chitta Baral, Peyman Heidari |
| 2023 | ICCD | Offline and Online Algorithms for Cache Allocation with Monte Carlo Tree Search and a Learned Model. | Yibin Gu, Hua Wang, Man Luo, Jingyu Tang, Ke Zhou |
| 2022 | AAAI | Improving Biomedical Information Retrieval with Neural Retrievers. | Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral |
| 2022 | AAAI | Privacy-Preserving Face Recognition in the Frequency Domain. | Yinggui Wang, Jian Liu, Man Luo, Le Yang, Li Wang |
| 2022 | ACL | Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness. | Tejas Gokhale, Swaroop Mishra, Man Luo, Bhavdeep Singh Sachdeva, Chitta Baral |
| 2022 | NAACL | Neural Retriever and Go Beyond: A Thesis Proposal. | Man Luo |
| 2022 | NAACL | A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context. | Man Luo, Shuguang Chen, Chitta Baral |
| 2022 | NAACL | In-BoXBART: Get Instructions into Biomedical Multi-Task Learning. | Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, Murad Mohammad, Chitta Baral |
| 2021 | EACL | 'Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks. | Man Luo, Shailaja Keyur Sampat, Riley Tallman, Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral |
| 2021 | EMNLP | Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering. | Man Luo, Yankai Zeng, Pratyay Banerjee, Chitta Baral |
| 2021 | SMC | Rec-clusterGCN: An Efficient Graph Convolution Network for Recommendation. | Tianhao Sun, Man Luo, Renqin Chen, Yunni Xia, Ning Jiang |
| 2020 | IJCAI | Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning. | Man Luo, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Bowen Du, Hongkai Wen |
| 2019 | ICDCN | HydraDoctor: real-time liquids intake monitoring by collaborative sensing. | Bowen Du, Chris Xiaoxuan Lu, Xuan Kan, Kai Wu, Man Luo, Jianfeng Hou, Kai Li, Salil S. Kanhere, Yiran Shen, Hongkai Wen |
| 2019 | ICMV | Large scale stencil registration method based on two-node tree. | Man Luo, Xia Min, Benxiong Huang |
| 2019 | MICCAI | Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning. | Kai Wu, Bowen Du, Man Luo, Hongkai Wen, Yiran Shen, Jianfeng Feng |
| 2013 | ICIG | A HSV-SILTP Based Shadow Suppression Approach for Moving Vehicle Extraction. | Yang Zhang, Huazhong Xu, Man Luo |
| 2009 | DASC | A Hybrid Algorithm for Solving Two-Part Division Problem in Network Community Detection. | Chengying Mao, Man Luo, Zhenmei Zhu |