| 2026 | ACL | UCS: Estimating Unseen Coverage for Improved In-Context Learning. | Jiayi Xin, Xiang Li, Evan Qiang, Weiqing He, Tianqi Shang, Weijie J. Su, Qi Long |
| 2025 | CVPR | InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation. | Sirui Xu, Dongting Li, Yucheng Zhang, Xiyan Xu, Qi Long, Ziyin Wang, Yunzhi Lu, Shuchang Dong, Hezi Jiang, Akshat Gupta, Yu-Xiong Wang, Liang-Yan Gui |
| 2025 | EMNLP | The Impact of Language Mixing on Bilingual LLM Reasoning. | Yihao Li, Jiayi Xin, Miranda Muqing Miao, Qi Long, Lyle H. Ungar |
| 2025 | ICDM | Graph-LLM for EHRs: Combining Temporal Graph Representations and LLM-Based Note Imputation for Clinical Predictions. | Michael Liu, Qi Long, Inyoung Choi |
| 2025 | ICML | Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing. | Jie Peng, Jenna L. Ballard, Mohan Zhang, Sukwon Yun, Jiayi Xin, Qi Long, Yanyong Zhang, Tianlong Chen |
| 2025 | ICML | Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach. | Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J. Su, Li Shen |
| 2025 | ICML | I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts. | Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L. Ballard, Tianlong Chen, Qi Long |
| 2025 | NAACL | GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing. | Jinhao Duan, Xinyu Zhao, Zhuoxuan Zhang, Eunhye Grace Ko, Lily Boddy, Chenan Wang, Tianhao Li, Alexander Rasgon, Junyuan Hong, Min Kyung Lee, Chenxi Yuan, Qi Long, Ying Ding, Tianlong Chen, Kaidi Xu |
| 2024 | AISTATS | SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data. | Zongyu Dai, Emily J. Getzen, Qi Long |
| 2024 | COLT | Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization. | Jiancong Xiao, Ruoyu Sun, Qi Long, Weijie Su |
| 2024 | ICML | DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation. | Yinjun Wu, Mayank Keoliya, Kan Chen, Neelay Velingker, Ziyang Li, Emily J. Getzen, Qi Long, Mayur Naik, Ravi B. Parikh, Eric Wong |
| 2023 | PAKDD | MISNN: Multiple Imputation via Semi-parametric Neural Networks. | Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long |
| 2023 | UAI | Fairness-aware class imbalanced learning on multiple subgroups. | Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Qi Long, Li Shen |
| 2022 | ACML | Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data. | Zongyu Dai, Zhiqi Bu, Qi Long |
| 2021 | AISTATS | Federated f-Differential Privacy. | Qinqing Zheng, Shuxiao Chen, Qi Long, Weijie J. Su |
| 2021 | ICMLA | Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. | Zongyu Dai, Zhiqi Bu, Qi Long |
| 2020 | AMIA | Privacy-Preserving Methods for Vertically Partitioned Incomplete Data. | Yi Deng, Xiaoqian Jiang, Qi Long |
| 2020 | AMIA | Polygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypes. | Yingxuan Eng, Xiaohui Yao, Kefei Liu, Shannon L. Risacher, Andrew J. Saykin, Qi Long, Yize Zhao, Li Shen |
| 2020 | BIBE | Deep Multiview Learning to Identify Population Structure with Multimodal Imaging. | Yixue Feng, Mansu Kim, Xiaohui Yao, Kefei Liu, Qi Long, Li Shen |
| 2020 | DSAA | Joint Bayesian Variable Selection and Graph Estimation for Non-linear SVM with Application to Genomics Data. | Wenli Sun, Changgee Chang, Qi Long |
| 2020 | ICML | Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion. | Qinqing Zheng, Jinshuo Dong, Qi Long, Weijie J. Su |
| 2020 | SDM | GRIA: Graphical Regularization for Integrative Analysis. | Changgee Chang, Jihwan Oh, Qi Long |
| 2018 | DSAA | Generalized Bayesian Factor Analysis for Integrative Clustering with Applications to Multi-Omics Data. | Eun Jeong Min, Changgee Chang, Qi Long |
| 2016 | DSAA | Sparse Linear Discriminant Analysis in Structured Covariates Space. | Sandra E. Safo, Qi Long |