Pengxiang Cheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
10
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | Improving Instruct Models for Free: A Study on Partial Adaptation. | Ozan Irsoy, Pengxiang Cheng, Jennifer L. Chen, Daniel Preotiuc-Pietro, Shiyue Zhang, Duccio Pappadopulo |
| 2025 | SIGIR | An Alternative to FLOPS Regularization to Effectively Productionize SPLADE-Doc. | Aldo Porco, Dhruv Mehra, Igor Malioutov, Karthik Radhakrishnan, Moniba Keymanesh, Daniel Preotiuc-Pietro, Sean MacAvaney, Pengxiang Cheng |
| 2024 | CIKM | DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation. | Heyuan Huang, Xingyu Lou, Chaochao Chen, Pengxiang Cheng, Yue Xin, Chengwei He, Xiang Liu, Jun Wang |
| 2024 | EACL | Unsupervised Contrast-Consistent Ranking with Language Models. | Niklas Stoehr, Pengxiang Cheng, Jing Wang, Daniel Preotiuc-Pietro, Rajarshi Bhowmik |
| 2023 | ACL | Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning. | Genta Indra Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni, Daniel Preotiuc-Pietro |
| 2023 | ICLR | Dataless Knowledge Fusion by Merging Weights of Language Models. | Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro, Pengxiang Cheng |
| 2023 | WWW | DIWIFT: Discovering Instance-wise Influential Features for Tabular Data. | Dugang Liu, Pengxiang Cheng, Hong Zhu, Xing Tang, Yanyu Chen, Xiaoting Wang, Weike Pan, Zhong Ming, Xiuqiang He |
| 2021 | RecSys | Mitigating Confounding Bias in Recommendation via Information Bottleneck. | Dugang Liu, Pengxiang Cheng, Hong Zhu, Zhenhua Dong, Xiuqiang He, Weike Pan, Zhong Ming |
| 2020 | AAAI | Attending to Entities for Better Text Understanding. | Pengxiang Cheng, Katrin Erk |
| 2020 | RecSys | Counterfactual learning for recommender system. | Zhenhua Dong, Hong Zhu, Pengxiang Cheng, Xinhua Feng, Guohao Cai, Xiuqiang He, Jun Xu, Jirong Wen |
| 2020 | WWW | MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection. | Mi Luo, Fei Chen, Pengxiang Cheng, Zhenhua Dong, Xiuqiang He, Jiashi Feng, Zhenguo Li |
| 2020 | SIGIR | A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data. | Dugang Liu, Pengxiang Cheng, Zhenhua Dong, Xiuqiang He, Weike Pan, Zhong Ming |
| 2019 | AAAI | Implicit Argument Prediction as Reading Comprehension. | Pengxiang Cheng, Katrin Erk |
| 2018 | NAACL | Implicit Argument Prediction with Event Knowledge. | Pengxiang Cheng, Katrin Erk |