| 2026 | CHI | Out of Control: Effects of Multimodal Self-similarity on Embodiment During Autonomous Avatar Demonstrations in Virtual Reality. | Siqi Guo, Fengze Zhang, Claudia Krogmeier, Dominic Kao, Christos Mousas |
| 2025 | ICML | Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data. | Siqi Guo, Ilgee Hong, Vicente Balmaseda, Changlong Yu, Liang Qiu, Xin Liu, Haoming Jiang, Tuo Zhao, Tianbao Yang |
| 2025 | ICRA | Bio-Inspired Distributed Neural Locomotion Controller (D-NLC) for Robust Locomotion and Emergent Behaviors. | Zhikai Zhang, Siqi Guo, Henry Kou, Ishayu Shikhare, Howie Choset, Lu Li |
| 2025 | KDD | CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks. | Jie Feng, Jun Zhang, Tianhui Liu, Xin Zhang, Tianjian Ouyang, Junbo Yan, Yuwei Du, Siqi Guo, Yong Li |
| 2025 | KDD | CityGPT: Empowering Urban Spatial Cognition of Large Language Models. | Jie Feng, Tianhui Liu, Yuwei Du, Siqi Guo, Yuming Lin, Yong Li |
| 2024 | ICML | To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO. | Zi-Hao Qiu, Siqi Guo, Mao Xu, Tuo Zhao, Lijun Zhang, Tianbao Yang |
| 2023 | AAAI | Local-Global Defense against Unsupervised Adversarial Attacks on Graphs. | Di Jin, Bingdao Feng, Siqi Guo, Xiaobao Wang, Jianguo Wei, Zhen Wang |
| 2023 | ICLR | Symbolic Regression in Financial Economics. | Jiacheng Liu, Siqi Guo |