Three-dimensional space-time shift keying with coordinate combination and joint optimisation. - Guangtao Zheng; Ming Jiang (ICCC, 2015)

Achievable rate and optimal signaling for an optical wireless decode-and-forward relaying channel. - Guangtao Zheng; Qian Gao 002; Chen Gong 001; Zhengyuan Xu (GlobalSIP, 2016)

Multi-Layer Coding and Map-Assisted Partial Group Decoding for Multi-Color Multi-User Visible Light Communication. - Guangtao Zheng; Chen Gong 001; Zhengyuan Xu (ICC, 2019)

Multi-Dimensional Space-Time Shift Keying for Wireless Communications. - Guangtao Zheng; Ming Jiang 002 (IEEE Access, 2019)

Constrained Partial Group Decoding With Max-Min Fairness for Multi-Color Multi-User Visible Light Communication. - Guangtao Zheng; Chen Gong 001; Zhengyuan Xu (IEEE Trans. Commun., 2019)

Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. - Hanjie Chen; Guangtao Zheng; Yangfeng Ji (ACL, 2020)

Learning the Wireless Interference Graph via Local Probes. - Guangtao Zheng; Ali Tajer (SPAWC, 2020)

Few-Shot Class-Incremental Learning with Meta-Learned Class Structures. - Guangtao Zheng; Aidong Zhang (ICDM (Workshops), 2021)

Embeddings of genomic region sets capture rich biological associations in lower dimensions. - Erfaneh Gharavi; Aaron Gu; Guangtao Zheng; Jason P. Smith; Hyun Jae Cho; Aidong Zhang; Donald E. Brown; Nathan C. Sheffield (Bioinform., 2021)

Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. - Guangtao Zheng; Aidong Zhang (ICDM, 2022)

Learning to Learn Task Transformations for Improved Few-Shot Classification. - Guangtao Zheng; Qiuling Suo; Mengdi Huai; Aidong Zhang (SDM, 2023)

AdvST: Revisiting Data Augmentations for Single Domain Generalization. - Guangtao Zheng; Mengdi Huai; Aidong Zhang (AAAI, 2024)

Benchmarking Spurious Bias in Few-Shot Image Classifiers. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (ECCV (80), 2024)

Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (IJCAI, 2024)

Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (KDD, 2024)

Spurious Correlations in Machine Learning: A Survey. - Wenqian Ye; Guangtao Zheng; Xu Cao; Yunsheng Ma; Xia Hu; Aidong Zhang (CoRR, 2024)

MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. - Wenqian Ye; Guangtao Zheng; Yunsheng Ma; Xu Cao; Bolin Lai; James M. Rehg; Aidong Zhang (CoRR, 2024)

Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba. - Yunsheng Ma; Wenqian Ye; Can Cui; Haiming Zhang 001; Shuo Xing; Fucai Ke; Jinhong Wang; Chenglin Miao; Jintai Chen; Hamid Rezatofighi; Zhen Li 026; Guangtao Zheng; et al. (WACV (Workshops), 2025)

ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (CoRR, 2025)

NeuronTune: Towards Self-Guided Spurious Bias Mitigation. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (CoRR, 2025)

Improving Group Robustness on Spurious Correlation via Evidential Alignment. - Wenqian Ye; Guangtao Zheng; Aidong Zhang (CoRR, 2025)