| 2026 | AAAI | Amplifying Discrepancies: Exploiting Macro and Micro Inconsistencies for Image Manipulation Localization. | Shenghao Chen, Yibo Zhao, Tianyi Wang, Chunjie Ma, Weili Guan, Ming Li, Zan Gao |
| 2026 | AAAI | Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering. | Changjian Wang, Weihong Deng, Weili Guan, Quan Lu, Ning Jiang |
| 2026 | ACL | SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking. | Weiyang Huang, Xuefeng Bai, Kehai Chen, Xinyang Chen, Yibin Chen, Weili Guan, Min Zhang |
| 2026 | ACL | Reusable Experiences: Latent Routing and Modular Composition in LLMs. | Shuai Ling, Lizi Liao, Dongmei Jiang, Weili Guan |
| 2026 | ACL | HiPrune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models. | Jizhihui Liu, Guangdao Zhu, Feiyi Du, Niu Lian, Jun Li, Bin Chen, Weili Guan, Yaowei Wang |
| 2026 | ACL | PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records. | Yibo Lyu, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie |
| 2026 | ACL | Resonating with RoPE: Spectral Quantization for High-Fidelity Key Cache Compression. | Xuefei Wang, Haoyu Tang, Tianyuan Liang, Zhibin Wang, Yupeng Hu, Weili Guan |
| 2026 | SIGIR | StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval. | Shaokun Wang, Weili Guan, Jizhou Han, Jianlong Wu, Yupeng Hu, Liqiang Nie |
| 2025 | AAAI | Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification. | Yudong Han, Haocong Wang, Yupeng Hu, Yongshun Gong, Xuemeng Song, Weili Guan |
| 2025 | AAAI | ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval. | Zixu Li, Zhiwei Chen, Haokun Wen, Zhiheng Fu, Yupeng Hu, Weili Guan |
| 2025 | ACL | PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models. | Jiaqi Zhao, Miao Zhang, Ming Wang, Yuzhang Shang, Kaihao Zhang, Weili Guan, Yaowei Wang, Min Zhang |
| 2025 | CVPR | Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation. | Yanda Chen, Gongwei Chen, Miao Zhang, Weili Guan, Liqiang Nie |
| 2025 | CVPR | Object-Shot Enhanced Grounding Network for Egocentric Video. | Yisen Feng, Haoyu Zhang, Meng Liu, Weili Guan, Liqiang Nie |
| 2025 | CVPR | Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory. | Wenliang Zhong, Haoyu Tang, Qinghai Zheng, Mingzhu Xu, Yupeng Hu, Weili Guan |
| 2025 | ICCV | Social Debiasing for Fair Multi-Modal LLMs. | Harry Cheng, Yangyang Guo, Qing Guo, Ming-Hsuan Yang, Tian Gan, Weili Guan, Liqiang Nie |
| 2025 | ICCV | Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification. | Mingyang Liu, Xinyang Chen, Yang Shu, Xiucheng Li, Weili Guan, Liqiang Nie |
| 2025 | ICCV | FALCON: Resolving Visual Redundancy and Fragmentation in High-Resolution Multimodal Large Language Models via Visual Registers. | Renshan Zhang, Rui Shao, Gongwei Chen, Miao Zhang, Kaiwen Zhou, Weili Guan, Liqiang Nie |
| 2025 | ICML | Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin. | Yuchen Wang, Xuefeng Bai, Xiucheng Li, Weili Guan, Liqiang Nie, Xinyang Chen |
| 2023 | CVPR | Semi-Supervised Video Inpainting with Cycle Consistency Constraints. | Zhiliang Wu, Hanyu Xuan, Changchang Sun, Weili Guan, Kang Zhang, Yan Yan |
| 2023 | ICCV | Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models. | Baoshuo Kan, Teng Wang, Wenpeng Lu, Xiantong Zhen, Weili Guan, Feng Zheng |
| 2023 | ICCV | Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. | Dong Lu, Zhiqiang Wang, Teng Wang, Weili Guan, Hongchang Gao, Feng Zheng |
| 2022 | SIGIR | Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation. | Xiaocong Chen, Lina Yao, Julian J. McAuley, Weili Guan, Xiaojun Chang, Xianzhi Wang |
| 2022 | SIGIR | Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning. | Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, Xiaojun Chang |
| 2022 | SIGIR | Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval. | Wentao Tan, Lei Zhu, Weili Guan, Jingjing Li, Zhiyong Cheng |
| 2022 | VCIP | A Lightweight Tire Tread Image Classification Network. | Fenglei Zhang, Da Li, Shenghua Li, Weili Guan, Meng Liu |
| 2020 | SIGIR | Pairwise View Weighted Graph Network for View-based 3D Model Retrieval. | Zan Gao, Yin-Ming Li, Weili Guan, Weizhi Nie, Zhiyong Cheng, Anan Liu |
| 2019 | EMNLP | Improving Distantly-Supervised Relation Extraction with Joint Label Embedding. | Linmei Hu, Luhao Zhang, Chuan Shi, Liqiang Nie, Weili Guan, Cheng Yang |