Adaptive despeckling SAR images based on scale space correlation. - Lu Ren; Mengdao Xing; Zheng Bao 001; Haojun Chen (ICASSP (2), 2005)

Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. - Mingyuan Zhou; Haojun Chen; John W. Paisley; Lu Ren; Guillermo Sapiro; Lawrence Carin (NIPS, 2009)

Tree-Structured Compressive Sensing With Variational Bayesian Analysis. - Lihan He; Haojun Chen; Lawrence Carin (IEEE Signal Process. Lett., 2010)

Topic Modeling with Nonparametric Markov Tree. - Haojun Chen; David B. Dunson; Lawrence Carin (ICML, 2011)

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images. - Mingyuan Zhou; Haojun Chen; John W. Paisley; Lu Ren; Lingbo Li 002; Zhengming Xing; David B. Dunson; Guillermo Sapiro; Lawrence Carin (IEEE Trans. Image Process., 2012)

MANSA: Learning Fast and Slow in Multi-Agent Systems. - David Henry Mguni; Haojun Chen; Taher Jafferjee; Jianhong Wang; Longfei Yue; Xidong Feng; Stephen Marcus McAleer; Feifei Tong; Jun Wang 012; Yaodong Yang 001 (ICML, 2023)

MANSA: Learning Fast and Slow in Multi-Agent Systems. - David Mguni; Taher Jafferjee; Haojun Chen; Jianhong Wang; Long Fei; Xidong Feng; Stephen McAleer; Feifei Tong; Jun Wang 012; Yaodong Yang 001 (CoRR, 2023)

Verified Compositional Neuro-Symbolic Control for Stochastic Systems with Temporal Logic Tasks. - Jun Wang 135; Haojun Chen; Zihe Sun; Yiannis Kantaros (CoRR, 2023)

SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters. - Shengsheng Lin; Weiwei Lin 001; Wentai Wu; Haojun Chen; Junjie Yang (ICML, 2024)

Panacea: Pareto Alignment via Preference Adaptation for LLMs. - Yifan Zhong; Chengdong Ma; Xiaoyuan Zhang; Ziran Yang; Haojun Chen; Qingfu Zhang 001; Siyuan Qi; Yaodong Yang 001 (NeurIPS, 2024)

A Method for Retrieving Cloud Microphysical Properties Using Combined Measurement of Millimeter-Wave Radar and Lidar. - Weiqi Lin; Qianshan He; Tiantao Cheng; Haojun Chen; Chao Liu; Jie Liu; Zhecheng Hong; Xinrong Hu; Yiyuan Guo (Remote. Sens., 2024)

Benchmarking and revisiting time series forecasting methods in cloud workload prediction. - Shengsheng Lin; Weiwei Lin 001; Feiyu Zhao; Haojun Chen (Clust. Comput., 2025)

Fast Visuomotor Policies via Partial Denoising. - Haojun Chen; Minghao Liu; Xiaojian Ma 001; Zailin Ma; Huimin Wu; Chengdong Ma; Yuanpei Chen; Yifan Zhong; Mingzhi Wang; Qing Li 003; Yaodong Yang 001 (CoRR, 2025)

Temporal Query Network for Efficient Multivariate Time Series Forecasting. - Shengsheng Lin; Haojun Chen; Haijie Wu; Chunyun Qiu; Weiwei Lin (CoRR, 2025)

Fault Tolerant Multi-Agent Learning with Adversarial Budget Constraints. - David Mguni; Yaqi Sun; Haojun Chen; Amir Darabi; Larry Olanrewaju Orimoloye; Yaodong Yang 001 (CoRR, 2025)

Seismic random noise attenuation using structure-oriented 3D curvelet transform. - Minggui Liang; Shaohuan Zu; Zifei Li; Wenlu Liu; Haojun Chen; Zhengyu Tan (Comput. Geosci., 2026)