| 2026 | ACL | Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents. | Zixuan Huang, Yanxiang Ma, Luhan Wang, Yunke Wang, Duo Shi, Chang Xu |
| 2026 | ACL | Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization. | Zixuan Huang, Zhihong Zhu, Xiaolong Liu, Yanchao Hao, Manman Zhang, Zheng Wei, Bowen Xing, Xian Wu, Ye Li, Fen Miao, Yefeng Zheng |
| 2025 | CSCWD | AI-Driven Dynamic Video Game Battles: Case Study of the Design of Tripo Clash. | Zhaohan Wang, Yi Zheng, Mengyuan Zhang, Teng Cai, Zixuan Huang, Ruishen Zhao, Jingwei Chen, Xinyuan Huang |
| 2025 | CVPR | SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement. | Mark Boss, Zixuan Huang, Aaryaman Vasishta, Varun Jampani |
| 2025 | CVPR | SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images. | Zixuan Huang, Mark Boss, Aaryaman Vasishta, James M. Rehg, Varun Jampani |
| 2025 | CVPR | Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation. | Xiang Li, Zixuan Huang, Anh Thai, James M. Rehg |
| 2025 | DAC | Expanding Logical Space Freely: A Memory-efficient Mapping Table Design for Compressional SSDs. | Zixuan Huang, Tianyu Wang, Kecheng Huang, Zelin Du, Zili Shao |
| 2025 | GLOBECOM | Fuzzydetect: Sliding Window-Driven Fuzzy Hashing with SVM Classification for Resilient Web Fuzzing Attack Detection. | Hang Yin, Xuanbo Huang, Lutong Chen, Zixuan Huang, Ruiqing Li, Kaiping Xue |
| 2025 | ICML | Adversarial Robustness via Deformable Convolution with Stochasticity. | Yanxiang Ma, Zixuan Huang, Minjing Dong, Shan You, Chang Xu |
| 2025 | ICRA | Implicit Contact Diffuser: Sequential Contact Reasoning With Latent Point Cloud Diffusion. | Zixuan Huang, Yinong He, Yating Lin, Dmitry Berenson |
| 2025 | INFOCOM | Achieving Efficient Multipath Validation in Software-Defined Networks. | Bing Hu, Yuanguo Bi, Kui Wu, Zixuan Huang, Rongfei Zeng |
| 2025 | MICCAI | ShareLink: Neuro-Inspired EEG-Based Cross-Subject Emotion Recognition via Shared Bi-hemisphere. | Zixuan Huang, Lingyao Kong, Licheng Ao, Shiyi Yao, An Xiang, Fen Miao |
| 2025 | RANLP | FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback. | Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Soares Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik G. Learned-Miller, Franck Dernoncourt, Ryan A. Rossi |
| 2025 | SMC | 16.9K-Parameters Lightweight Framework for Real-Time EEG-Based DoA Monitoring with Harmonic Mix and SimGate. | Zixuan Huang, Licheng Ao, Zicong He, Lingyao Kong, Fen Miao, Ye Li |
| 2024 | AAAI | ReGCL: Rethinking Message Passing in Graph Contrastive Learning. | Cheng Ji, Zixuan Huang, Qingyun Sun, Hao Peng, Xingcheng Fu, Qian Li, Jianxin Li |
| 2024 | CVPR | PointInfinity: Resolution-Invariant Point Diffusion Models. | Zixuan Huang, Justin Johnson, Shoubhik Debnath, James M. Rehg, Chao-Yuan Wu |
| 2024 | CVPR | ZeroShape: Regression-Based Zero-Shot Shape Reconstruction. | Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James M. Rehg |
| 2024 | DAC | PipeSSD: A Lock-free Pipelined SSD Firmware Design for Multi-core Architecture. | Zelin Du, Shaoqi Li, Zixuan Huang, Jin Xue, Kecheng Huang, Tianyu Wang, Zili Shao |
| 2024 | ICRA | Subgoal Diffuser: Coarse-to-fine Subgoal Generation to Guide Model Predictive Control for Robot Manipulation. | Zixuan Huang, Yating Lin, Fan Yang, Dmitry Berenson |
| 2024 | INFOCOM | A Lightweight Path Validation Scheme in Software-Defined Networks. | Bing Hu, Yuanguo Bi, Kui Wu, Rao Fu, Zixuan Huang |
| 2023 | CVPR | ShapeClipper: Scalable 3D Shape Learning from Single-View Images via Geometric and CLIP-Based Consistency. | Zixuan Huang, Varun Jampani, Anh Thai, Yuanzhen Li, Stefan Stojanov, James M. Rehg |
| 2023 | HCI | Exploration of Product Innovation Ideas Based on the Relationship Between Science and Design. | Shuwen Qiu, Zixuan Huang, Ying Cao |
| 2023 | ICRA | Self-supervised Cloth Reconstruction via Action-conditioned Cloth Tracking. | Zixuan Huang, Xingyu Lin, David Held |
| 2022 | CVPR | Context Attention Network for Skeleton Extraction. | Zixuan Huang, Yunfeng Wang, Zhiwen Chen, Xin Gao, Ruili Feng, Xiaobo Li |
| 2022 | ECCV | Planes vs. Chairs: Category-Guided 3D Shape Learning Without any 3D Cues. | Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James M. Rehg |
| 2021 | CoRL | Learning Visible Connectivity Dynamics for Cloth Smoothing. | Xingyu Lin, Yufei Wang, Zixuan Huang, David Held |
| 2020 | CVPR | Interpretable and Accurate Fine-grained Recognition via Region Grouping. | Zixuan Huang, Yin Li |
| 2019 | ICANN | The Same Size Dilated Attention Network for Keypoint Detection. | Yuan Chang, Zixuan Huang, Qiwei Shen |
| 2018 | VTC | Analysis and Design of Ultra-Reliable Short Blocklength Analog Fountain Codes. | Ke Zhang, Jian Jiao, Zixuan Huang, Bowen Feng, Shaohua Wu, Bin Cao, Qinyu Zhang |