PiCO: Contrastive Label Disambiguation for Partial Label Learning. - Haobo Wang 001; 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 001; 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 001; Minmin Lin; Gang Chen 001; Haobo Wang 001 (EMNLP, 2023)

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

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

Controllable Textual Inversion for Personalized Text-to-Image Generation. - Jianan Yang; Haobo Wang 001; 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 001 (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 001 (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 001; Fei Huang 002; Yongbin Li (EMNLP (Findings), 2024)

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond. - Minghao Liu 009; 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 001; Ruixuan Xiao; Yixuan Li 001; Lei Feng 006; Gang Niu 001; Gang Chen 001; Junbo Zhao 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (ACL (1), 2025)

RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis. - Pengzuo Wu; Yuhang Yang; Guangcheng Zhu; Chao Ye; Hong Gu; Xu Lu; Ruixuan Xiao; Bowen Bao; Yijing He; Liangyu Zha; Wentao Ye; Junbo Zhao 002; et al. (ACL (Findings), 2025)

D.Va: Validate Your Demonstration First Before You Use It. - Qi Zhang 077; Zhiqing Xiao; Ruixuan Xiao; Lirong Gao; Junbo Zhao 002 (ACL (1), 2025)

Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition. - Guangcheng Zhu; Ruixuan Xiao; Haobo Wang; Zhen Zhu; Gengyu Lyu; Junbo Zhao (ACL (1), 2025)

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (CoRR, 2025)