Quan, Xiaojun

15 publications

ICLR 2025 Advantage-Guided Distillation for Preference Alignment in Small Language Models Shiping Gao, Fanqi Wan, Jiajian Guo, Xiaojun Quan, Qifan Wang
ICML 2025 Discriminative Policy Optimization for Token-Level Reward Models Hongzhan Chen, Tao Yang, Shiping Gao, Ruijun Chen, Xiaojun Quan, Hongtao Tian, Ting Yao
NeurIPS 2025 Lookahead Routing for Large Language Models Canbin Huang, Tianyuan Shi, Yuhua Zhu, Ruijun Chen, Xiaojun Quan
NeurIPS 2025 Probabilistic Token Alignment for Large Language Model Fusion Runjia Zeng, James Chenhao Liang, Cheng Han, Zhiwen Cao, Jiahao Liu, Xiaojun Quan, Yingjie Victor Chen, Lifu Huang, Tong Geng, Qifan Wang, Dongfang Liu
ICLR 2025 Weighted-Reward Preference Optimization for Implicit Model Fusion Ziyi Yang, Fanqi Wan, Longguang Zhong, Tianyuan Shi, Xiaojun Quan
ICLR 2024 Knowledge Fusion of Large Language Models Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi
AAAI 2023 A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension Zenan Xu, Linjun Shou, Jian Pei, Ming Gong, Qinliang Su, Xiaojun Quan, Daxin Jiang
AAAI 2023 Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang
NeurIPS 2022 AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning Tao Yang, JInghao Deng, Xiaojun Quan, Qifan Wang, Shaoliang Nie
IJCAI 2022 GL-RG: Global-Local Representation Granularity for Video Captioning Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
AAAI 2021 DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition Weizhou Shen, Junqing Chen, Xiaojun Quan, Zhixian Xie
AAAI 2021 Multi-Document Transformer for Personality Detection Feifan Yang, Xiaojun Quan, Yunyi Yang, Jianxing Yu
AAAI 2021 UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2 Yunyi Yang, Yunhao Li, Xiaojun Quan
IJCAI 2015 Regularizing Flat Latent Variables with Hierarchical Structures Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge
IJCAI 2015 Short and Sparse Text Topic Modeling via Self-Aggregation Xiaojun Quan, Chunyu Kit, Yong Ge, Sinno Jialin Pan