Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels. - Jiannan Guo 003; Haochen Shi; Yangyang Kang; Kun Kuang; Siliang Tang; Zhuoren Jiang; Changlong Sun; Fei Wu 001; Yueting Zhuang (ICCV, 2021)

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning. - Wenqiao Zhang; Haochen Shi; Jiannan Guo 003; Shengyu Zhang 001; Qingpeng Cai 002; Juncheng Li 006; Sihui Luo 003; Yueting Zhuang (AAAI, 2022)

Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. - Jiannan Guo 003; Yangyang Kang; Yu Duan; Xiaozhong Liu; Siliang Tang; Wenqiao Zhang; Kun Kuang; Changlong Sun; Fei Wu 001 (KDD, 2022)

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval. - Wenqiao Zhang; Jiannan Guo 003; Mengze Li 001; Haochen Shi; Shengyu Zhang 001; Juncheng Li 006; Siliang Tang; Yueting Zhuang (CoRR, 2022)

Unleash the Power of Inconsistency-Based Semi-Supervised Active Learning by Dynamic Programming of Curriculum Learning. - Jiannan Guo 003; Yangyang Kang; Xiaolin Li; Wenqiao Zhang; Kun Kuang; Changlong Sun; Siliang Tang; Fei Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition. - Tianwei Lin; Jiang Liu; Wenqiao Zhang; Yang Dai; Haoyuan Li 002; Zhelun Yu; Wanggui He; Juncheng Li 006; Jiannan Guo 003; Hao Jiang 014; Siliang Tang; Yueting Zhuang (ACL (1), 2025)