| 2024 | WWW | Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. | Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen |
| 2023 | WWW | NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. | Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen |
| 2020 | ICLR | Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection. | Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu |
| 2020 | KDD | Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction. | Qingquan Song, Dehua Cheng, Hanning Zhou, Jiyan Yang, Yuandong Tian, Xia Hu |
| 2019 | UAI | Variational Training for Large-Scale Noisy-OR Bayesian Networks. | Geng Ji, Dehua Cheng, Huazhong Ning, Changhe Yuan, Hanning Zhou, Liang Xiong, Erik B. Sudderth |
| 2018 | AISTATS | Matrix completability analysis via graph k-connectivity. | Dehua Cheng, Natali Ruchansky, Yan Liu |
| 2018 | ICLR | Detecting Statistical Interactions from Neural Network Weights. | Michael Tsang, Dehua Cheng, Yan Liu |
| 2015 | AISTATS | Model Selection for Topic Models via Spectral Decomposition. | Dehua Cheng, Xinran He, Yan Liu |
| 2015 | COLT | Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification. | Dehua Cheng, Yu Cheng, Yan Liu, Richard Peng, Shang-Hua Teng |
| 2015 | ICML | Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams. | Rose Yu, Dehua Cheng, Yan Liu |
| 2014 | KDD | FBLG: a simple and effective approach for temporal dependence discovery from time series data. | Dehua Cheng, Mohammad Taha Bahadori, Yan Liu |
| 2014 | KDD | Parallel gibbs sampling for hierarchical dirichlet processes via gamma processes equivalence. | Dehua Cheng, Yan Liu |