add: 1 paper

_bibliography/pubs.bib

@@ -91,6 +91,16 @@ @inproceedings{wang2023robustness
   zhihu={https://zhuanlan.zhihu.com/p/612391048},
 }
 
+@inproceedings{lu2023towards,
+  title={Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution},
+  author={Lu, Wang and Wang, Jindong and Wang, Yidong and Ren, Kan and Chen, Yiqiang and Xie, Xing},
+  booktitle={KDD 2023 workshop on Causal Discovery, Prediction and Decision},
+  year={2023},
+
+  arxiv={https://arxiv.org/abs/2209.00652},
+  corr={true}
+}
+
 @inproceedings{lu2023fedclip,
   title={FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning},
   author={Lu, Wang and Hu, Xixu and Wang, Jindong and Xie, Xing},

_pages/research.md

@@ -28,6 +28,7 @@ Our research consists of the following topics with selected publications: [[View
 - **[KDD'23]** [Domain-Specific Risk Minimization for Out-of-Distribution Generalization](https://arxiv.org/pdf/2208.08661.pdf). YiFan Zhang, Jindong Wang, Jian Liang, Zhang Zhang, Baosheng Yu, Liang Wang, Xing Xie, and Dacheng Tao.
 - **[KDD'23]** [Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning](ddd). Xin Qin, Jindong Wang, Shuo Ma, Wang Lu, Yongchun Zhu, Xing Xie, Yiqiang Chen.
 - **[ACL'23 findings]** [GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective](https://arxiv.org/abs/2211.08073). Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie, Yue Zhang.
+- **[KDD'23 workshop]** [Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution](https://arxiv.org/abs/2209.00652). Wang Lu, Jindong Wang, Yidong Wang, Kan Ren, Yiqiang Chen, Xing Xie.
 - **[TKDE'22]** [Generalizing to Unseen Domains: A Survey on Domain Generalization](https://arxiv.org/abs/2103.03097). Jindong Wang, Cuiling Lan, Chang Liu, Yidong Ouyang, Tao Qin, Wang Lu, Yiqiang Chen, Wenjun Zeng, and Philip S. Yu.
 - **[TMLR'22]** [Domain-invariant Feature Exploration for Domain Generalization](https://arxiv.org/abs/2207.12020). Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, and Xing Xie.
 - **[UbiComp'22]** [Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition](http://arxiv.org/abs/2206.06629). Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Pan, Chunyu Hu, and Xin Qin.