| 2025 | EMNLP | Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity. | Zihao Li, Feihao Fang, Xitong Zhang, Jiaru Zou, Zhining Liu, Wei Xiong, Ziwei Wu, Baoyu Jing, Jingrui He |
| 2025 | EMNLP | Discourse Heuristics For Paradoxically Moral Self-Correction. | Guangliang Liu, Zimo Qi, Xitong Zhang, Kristen Marie Johnson |
| 2025 | EMNLP | Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization. | Guangliang Liu, Zimo Qi, Xitong Zhang, Lei Jiang, Kristen Marie Johnson |
| 2025 | IJCNLP | On the Convergence of Moral Self-Correction in Large Language Models. | Guangliang Liu, Haitao Mao, Bochuan Cao, Xitong Zhang, Zhiyu Xue, Rongrong Wang, Kristen Marie Johnson |
| 2025 | IJCNLP | Moral Self-correction is Not An Innate Capability in Language Models. | Guangliang Liu, Zimo Qi, Xitong Zhang, Lu Cheng, Kristen Marie Johnson |
| 2024 | ACL | Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. | Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Marie Johnson |
| 2024 | ICML | Optimal Eye Surgeon: Finding image priors through sparse generators at initialization. | Avrajit Ghosh, Xitong Zhang, Kenneth K. Sun, Qing Qu, Saiprasad Ravishankar, Rongrong Wang |
| 2024 | RECOMB | Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning. | Holly R. Steach, Siddharth Viswanath, Yixuan He, Xitong Zhang, Natalia Ivanova, Matthew J. Hirn, Michael Perlmutter, Smita Krishnaswamy |
| 2023 | EMNLP | PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent. | Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang |
| 2023 | ICLR | Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent. | Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang |
| 2022 | ICLR | Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. | Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin |
| 2020 | AAAI | Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract). | Xitong Zhang, He Zhu, Jiayu Zhou |
| 2020 | AAAI | Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms. | Xitong Zhang, He Zhu, Jiayu Zhou |
| 2020 | SC | How Good Is Your Scientific Data Generative Model? | Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan |
| 2019 | ICDM | Boosted Trajectory Calibration for Traffic State Estimation. | Xitong Zhang, Liyang Xie, Zheng Wang, Jiayu Zhou |
| 2016 | IGARSS | Streetlamp extraction and identification from mobile LiDAR point cloud scenes. | Xitong Zhang, Huiyun Liu, Yongqiang Li, Zhenzhen Wu, Jie Mao, Yangyang Liu |