Jiang, Mingjian

6 publications

AISTATS 2025 $f$-PO: Generalizing Preference Optimization with $f$-Divergence Minimization Jiaqi Han, Mingjian Jiang, Yuxuan Song, Stefano Ermon, Minkai Xu

ICLRW 2025 A Missing Testbed for LLM Pre-Training Membership Inference Attacks Mingjian Jiang, Ken Ziyu Liu, Sanmi Koyejo

NeurIPS 2025 GeoAda: Efficiently Finetune Geometric Diffusion Models with Equivariant Adapters Wanjia Zhao, Jiaqi Han, Siyi Gu, Mingjian Jiang, James Zou, Stefano Ermon

NeurIPS 2024 Graph-Based Uncertainty Metrics for Long-Form Language Model Generations Mingjian Jiang, Yangjun Ruan, Prasanna Sattigeri, Salim Roukos, Tatsunori Hashimoto

ICMLW 2023 Calibrating Language Models via Augmented Prompt Ensembles Mingjian Jiang, Yangjun Ruan, Sicong Huang, Saifei Liao, Silviu Pitis, Roger Baker Grosse, Jimmy Ba

ICLRW 2023 Sentence Embedding Encoders Are Easy to Steal but Hard to Defend Adam Dziedzic, Franziska Boenisch, Mingjian Jiang, Haonan Duan, Nicolas Papernot