PiCO: Contrastive Label Disambiguation for Partial Label Learning. - Haobo Wang; Ruixuan Xiao; Yixuan Li 001; Lei Feng 006; Gang Niu 001; Gang Chen 001; Junbo Zhao 002 (ICLR, 2022)

ProMix: Combating Label Noise via Maximizing Clean Sample Utility. - Haobo Wang; Ruixuan Xiao; Yiwen Dong 003; Lei Feng 006; Junbo Zhao 002 (CoRR, 2022)

FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. - Ruixuan Xiao; Yiwen Dong 003; Junbo Zhao 002; Runze Wu; Minmin Lin; Gang Chen 001; Haobo Wang (EMNLP, 2023)

ProMix: Combating Label Noise via Maximizing Clean Sample Utility. - Ruixuan Xiao; Yiwen Dong 003; Haobo Wang; Lei Feng 006; Runze Wu; Gang Chen 001; Junbo Zhao 002 (IJCAI, 2023)

Debiased and Denoised Entity Recognition from Distant Supervision. - Haobo Wang; Yiwen Dong 003; Ruixuan Xiao; Fei Huang 004; Gang Chen 001; Junbo Zhao 002 (NeurIPS, 2023)

Controllable Textual Inversion for Personalized Text-to-Image Generation. - Jianan Yang; Haobo Wang; Ruixuan Xiao; Sai Wu; Gang Chen 001; Junbo Zhao 002 (CoRR, 2023)

GaitFormer: Revisiting Intrinsic Periodicity for Gait Recognition. - Qian Wu; Ruixuan Xiao; Kaixin Xu; Jingcheng Ni; Boxun Li; Ziyao Xu (CoRR, 2023)

On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. - Lin Long; Rui Wang 076; Ruixuan Xiao; Junbo Zhao 002; Xiao Ding; Gang Chen 001; Haobo Wang (ACL (Findings), 2024)

Targeted Representation Alignment for Open-World Semi-Supervised Learning. - Ruixuan Xiao; Lei Feng 006; Kai Tang; Junbo Zhao 002; Yixuan Li 001; Gang Chen 001; Haobo Wang (CVPR, 2024)

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. - Ruixuan Xiao; Wentao Ma; Ke Wang; Yuchuan Wu; Junbo Zhao 002; Haobo Wang; Fei Huang 004; Yongbin Li (EMNLP (Findings), 2024)

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond. - Minghao Liu; Zonglin Di; Jiaheng Wei; Zhongruo Wang; Hengxiang Zhang; Ruixuan Xiao; Haoyu Wang 001; Jinlong Pang; Hao Chen 102; Ankit Shah 001; Hongxin Wei; Xinlei He 001; et al. (CoRR, 2024)

PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning. - Haobo Wang; Ruixuan Xiao; Yixuan Li 001; Lei Feng 006; Gang Niu 001; Gang Chen 001; Junbo Zhao 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)