Merge pull request #39 from ChangLiu-DrPatient/patch-1

Add new publications to the bibliography --chang liu

Author: jieshic

publications/liu_chang.bib

@@ -0,0 +1,23 @@
+@inproceedings{liu2025depth,
+  title={Depth as a Scaling Vector: Simple Pruning and Evaluation of Emergent Abilities in Pruned LLMs},
+  author={Liu, Chang and Choudhry, Arjun and Cai, Yifu and {\.Z}ukowska, Nina and Goswami, Mononito and Dubrawski, Artur},
+  booktitle={NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling}
+}
+@inproceedings{choudhry2025layermerge,
+  title={LayerMerge: Modality-Agnostic Depth Pruning for Efficient Foundation Model Deployment},
+  author={Choudhry, Arjun and Liu, Chang and {\.Z}ukowska, Nina and Cai, Yifu and Goswami, Mononito and Dubrawski, Artur},
+  booktitle={NeurIPS 2025 Workshop on Efficient Reasoning}
+}
+@inproceedings{piorczynskiaggregation,
+  title={From Aggregation to Guidance: Strategies for Personalized Federated Fine-Tuning of Foundation Models},
+  author={Pi{\'o}rczy{\'n}ski, Miko{\l}aj and {\L}apacz, Wojciech and Li, Xinyu and Liu, Chang and Turner, Abby and Dubrawski, Artur},
+  booktitle={UniReps: 3rd Edition of the Workshop on Unifying Representations in Neural Models}
+}
+@inproceedings{liu2025bridging,
+  title={Bridging the utility gap between MALDI-TOF and WGS for affordable outbreak cluster detection},
+  author={Liu, Chang and Chen, Jieshi and Harrison, Lee H and Dubrawski, Artur},
+  booktitle={Conference on Health, Inference, and Learning},
+  pages={557--572},
+  year={2025},
+  organization={PMLR}
+}