| 2026 | AAAI | A Unified Shape-Aware Foundation Model for Time Series Classification. | Zhen Liu, Yucheng Wang, Boyuan Li, Junhao Zheng, Emadeldeen Eldele, Min Wu, Qianli Ma |
| 2026 | ACL | Look and Think: Efficient Multimodal Reasoning via Modality-Decoupled Compression. | Xidi Cai, Junhao Zheng, Jingye Li, Boyuan Li, Shaowei Zhang, Qianli Ma |
| 2026 | KDD | Interest Entropy: Rethinking Contrastive Learning for Sequential Recommendation with Interest Uncertainty. | Binquan Wu, Kun Zeng, Yicheng Luo, Junhao Zheng, Qianli Ma |
| 2025 | ICCV | Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights. | Junhao Zheng, Jiahao Sun, Chenhao Lin, Zhengyu Zhao, Chen Ma, Chong Zhang, Chao Shen, Cong Wang, Qian Wang |
| 2025 | ICLR | Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction. | Huawen Feng, Zekun Yao, Junhao Zheng, Qianli Ma |
| 2025 | ICLR | Spurious Forgetting in Continual Learning of Language Models. | Junhao Zheng, Xidi Cai, Shengjie Qiu, Qianli Ma |
| 2025 | ICML | HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting. | Boyuan Li, Yicheng Luo, Zhen Liu, Junhao Zheng, Jianming Lv, Qianli Ma |
| 2024 | ACL | Incremental Sequence Labeling: A Tale of Two Shifts. | Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma |
| 2024 | ACL | Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models. | Junhao Zheng, Shengjie Qiu, Qianli Ma |
| 2024 | COLING | Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification. | Huawen Feng, Jingsong Yan, Junlong Liu, Junhao Zheng, Qianli Ma |
| 2024 | CVPR | Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving. | Junhao Zheng, Chenhao Lin, Jiahao Sun, Zhengyu Zhao, Qian Li, Chao Shen |
| 2024 | KDD | Conditional Logical Message Passing Transformer for Complex Query Answering. | Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Qianli Ma |
| 2023 | ACL | Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction. | Huawen Feng, Junlong Liu, Junhao Zheng, Haibin Chen, Xichen Shang, Qianli Ma |
| 2023 | ACL | Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference. | Junhao Zheng, Qianli Ma, Shengjie Qiu, Yue Wu, Peitian Ma, Junlong Liu, Huawen Feng, Xichen Shang, Haibin Chen |
| 2023 | IJCAI | CTW: Confident Time-Warping for Time-Series Label-Noise Learning. | Peitian Ma, Zhen Liu, Junhao Zheng, Linghao Wang, Qianli Ma |
| 2022 | ACL | Cross-domain Named Entity Recognition via Graph Matching. | Junhao Zheng, Haibin Chen, Qianli Ma |
| 2022 | EMNLP | Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition. | Junhao Zheng, Zhanxian Liang, Haibin Chen, Qianli Ma |
| 2021 | CEC | An Improved Weighted Optimization-based Framework for Large-scale MOPs. | Junhao Zheng, Lingjie Li, Qiuzhen Lin, Zhong Ming |
| 2021 | ICBC | From Bitcoin to Solana - Innovating Blockchain Towards Enterprise Applications. | Xiangyu Li, Xinyu Wang, Tingli Kong, Junhao Zheng, Min Luo |
| 2020 | ICMLC | Dual-Path Model for Person Re-Identification Under Cloth Changing. | Junhao Zheng, Xiaoman Hu, Tianyi Xiang, Patrick P. K. Chan |