| 2026 | Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning. | Shiyue Huang, Yuchen Su, Hongbo Liu, Zikang Ding, Xuewan He, Yanzhi Ren, Haitao Jia |
| 2026 | BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling. | Hengguan Huang, Xing Shen, Guang-Yuan Hao, Songtao Wang, Lingfa Meng, Dianbo Liu, David A. Duchne, Hao Wang, Samir Bhatt |
| 2026 | Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning. | Yi Huang, Qingyun Sun, Yisen Gao, Haonan Yuan, Xingcheng Fu, Jianxin Li |
| 2026 | Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation. | Zixian Huang, Chuan-Xian Ren |
| 2026 | Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction. | Jiafu Huang, Chao Peng, Chenyang Xu, Zhengfeng Yang, Kecheng Cai, Chenhao Zhang, Yi Wang, Yiwei Gong, Wanqin Zhou, Irene Zheng |
| 2026 | PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations. | Xinquan Huang, Paris Perdikaris |
| 2026 | Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data. | Rui Huang, Dian Meng, Xun Zhou, Sikun Yang |
| 2026 | Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection. | Yali Huang, Jie Mei, Ziyi Wu, Yiming Yang, Hongru Zhao, Mingyuan Jiu, Hichem Sahbi |
| 2026 | Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning (Student Abstract). | Rui Jerry Huang, Anastasia Miin, Wendy Liu |
| 2026 | Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval. | Haojian Huang, Kaijing Ma, Jin Chen, Haodong Chen, Zhou Wu, Xianghao Zang, Han Fang, Chao Ban, Hao Sun, Mulin Chen, Zhongjiang He |
| 2026 | Feature Attribution for Human Sensing with Radio Signals. | Shuokang Huang, Julie A. McCann |
| 2026 | 3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition. | Yuanmin Huang, Wenxuan Li, Mi Zhang, Xiaohan Zhang, Xiaoyu You, Min Yang |
| 2026 | EIDSeg: A Pixel-Level Semantic Segmentation Dataset for Post-Earthquake Damage Assessment from Social Media Images. | Huili Huang, Chengeng Liu, Danrong Zhang, Shail Patel, Anastasiya Masalava, Sagar Sadak, Parisa Babolhavaeji, WeiHong Low, Max Mahdi Roozbahani, J. David Frost |
| 2026 | Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT. | Haiduo Huang, Zhenhua Liu, Tian Xia, Pengju Ren |
| 2026 | SkySplat: Generalizable 3D Gaussian Splatting from Multi-Temporal Sparse Satellite Images. | Xuejun Huang, Xinyi Liu, Yi Wan, Zhi Zheng, Bin Zhang, Mingtao Xiong, Yingying Pei, Yongjun Zhang |
| 2026 | BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching. | Yachuan Huang, Xianrui Luo, Qiwen Wang, Liao Shen, Jiaqi Li, Huiqiang Sun, Zihao Huang, Wei Jiang, Zhiguo Cao |
| 2026 | MIRAGE: Towards AI-Generated Image Detection in the Wild. | Oucheng Huang, Manxi Lin, Jiexiang Tan, Xiaoxiong Du, Yang Qiu, Junjun Zheng, Xiangheng Kong, Yuning Jiang, Bo Zheng |
| 2026 | Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification. | Shijuan Huang, Hefei Ling, Zongyi Li, Xu Li, Zhao Lv |
| 2026 | FusedRec: Fused Embedding Communication for Distributed Recommendation Training on GPUs. | Xuanteng Huang, Fan Li, Riyang Hu, Jianchang Zhang, Yuan Peng, Yang Zhou, Fangying Chen, Xianwei Zhang |
| 2026 | Text-Guided Gradient Refinement: Resolving Multimodal Gradient Conflicts to Boost Adversarial Attacks on Vision-Language Models. | Yuyang Huang, Tianzuo Luo, Hengyuan Guo, Yuren Zhang |
| 2026 | Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression. | Jiameng Huang, Baijiong Lin, Guhao Feng, Jierun Chen, Di He, Lu Hou |
| 2026 | Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression. | Huichang Huang, Kunchi Li, Si Chen, Da-Han Wang |
| 2026 | Self-Interpretable Subgraph Neural Network with Deep Reinforcement Walk Exploration. | Jianming Huang, Hiroyuki Kasai |
| 2026 | Multi-view Invariance Learning for 3D Scene Graph Pre-training via Collaborative Cross-Modal Regularization. | Yucheng Huang, Luping Ji, Ruijie Xiao, Jiayuan Sun |
| 2026 | Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach. | Linhao Huang, Xue Jiang, Zhiqiang Wang, Wentao Mo, Xi Xiao, Yong-Jie Yin, Bo Han, Feng Zheng |