Jiancong Xiao - RankMe

24 papers A* 8Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic. ICLR Ruochen Jin, Bojian Hou, Jiancong Xiao, Weijie J. Su, Li Shen
2025	J	`jnl`	Fundamental Limits of Game-Theoretic LLM Alignment: Smith Consistency and Preference Matching. CoRR Zhekun Shi, Kaizhao Liu, Qi Long, Weijie J. Su, Jiancong Xiao
2025	A*	`conf`	Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment. ICLR Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang
2025	A*	`conf`	Preserving Diversity in Supervised Fine-Tuning of Large Language Models. ICLR Ziniu Li, Congliang Chen, Tian Xu, Zeyu Qin, Jiancong Xiao, Zhi-Quan Luo, Ruoyu Sun
2025	A*	`conf`	Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach. ICML Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J. Su, Li Shen
2025	J	`jnl`	Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach. CoRR Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J. Su, Li Shen
2025	J	`jnl`	Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash Equilibrium. CoRR Kaizhao Liu, Qi Long, Zhekun Shi, Weijie J. Su, Jiancong Xiao
2025	J	`jnl`	Theoretical Tensions in RLHF: Reconciling Empirical Success with Inconsistencies in Social Choice Theory. CoRR Jiancong Xiao, Zhekun Shi, Kaizhao Liu, Qi Long, Weijie J. Su
2025	J	`jnl`	Understanding adversarial robustness against on-manifold adversarial examples. Pattern Recognit. Jiancong Xiao, Liusha Yang, Yanbo Fan, Jue Wang, Zhi-Quan Luo
2024	A*	`conf`	Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization. COLT Jiancong Xiao, Ruoyu Sun, Qi Long, Weijie Su
2024	J	`jnl`	Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization. CoRR Jiancong Xiao, Ruoyu Sun, Qi Long, Weijie J. Su
2024	J	`jnl`	Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity. CoRR Ziniu Li, Congliang Chen, Tian Xu, Zeyu Qin, Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo
2024	J	`jnl`	Fine-Tuning Linear Layers Only Is a Simple yet Effective Way for Task Arithmetic. CoRR Ruochen Jin, Bojian Hou, Jiancong Xiao, Weijie J. Su, Li Shen
2024	J	`jnl`	Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Models Alignment. CoRR Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang
2024	J	`jnl`	On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization. CoRR Jiancong Xiao, Ziniu Li, Xingyu Xie, Emily J. Getzen, Cong Fang, Qi Long, Weijie J. Su
2024	A*	`conf`	Uniformly Stable Algorithms for Adversarial Training and Beyond. ICML Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar
2024	J	`jnl`	Uniformly Stable Algorithms for Adversarial Training and Beyond. CoRR Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar
2023	A*	`conf`	PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. NeurIPS Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo
2023	J	`jnl`	PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. CoRR Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo
2022	J	`jnl`	Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis. CoRR Jiancong Xiao, Zeyu Qin, Yanbo Fan, Baoyuan Wu, Jue Wang, Zhi-Quan Luo
2022	J	`jnl`	Adversarial Rademacher Complexity of Deep Neural Networks. CoRR Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Zhi-Quan Luo
2022	A*	`conf`	Stability Analysis and Generalization Bounds of Adversarial Training. NeurIPS Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo
2022	J	`jnl`	Stability Analysis and Generalization Bounds of Adversarial Training. CoRR Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo
2022	J	`jnl`	Understanding Adversarial Robustness Against On-manifold Adversarial Examples. CoRR Jiancong Xiao, Liusha Yang, Yanbo Fan, Jue Wang, Zhi-Quan Luo