Wang, Xun

33 publications

ICLRW 2025 Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei

ICLR 2025 Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin, Xuhong Zhang

AAAI 2025 DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models Yanming Liu, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

AAAI 2025 Dynamic Adapter with Semantics Disentangling for Cross-Lingual Cross-Modal Retrieval Rui Cai, Zhiyu Dong, Jianfeng Dong, Xun Wang

ICML 2025 Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs Xun Wang, Jing Xu, Franziska Boenisch, Michael Backes, Christopher A. Choquette-Choo, Adam Dziedzic

ICCV 2025 LLM-Assisted Entropy-Based Adaptive Distillation for Unsupervised Fine-Grained Visual Representation Learning Jianfeng Dong, Danfeng Luo, Daizong Liu, Jie Sun, Xiaoye Qu, Xun Yang, Dongsheng Liu, Xun Wang

ICLRW 2025 LoRAM: Low-Rank Adaptation of Large Language Models on Manifold Xiaowen Jiang, Xun Wang, Sebastian U Stich

TMLR 2025 Mixed Sparsity Training: Achieving 4$\times$ FLOP Reduction for Transformer Pretraining Pihe Hu, Shaolong Li, Xun Wang, Longbo Huang

NeurIPS 2025 OmniGen-AR: AutoRegressive Any-to-Image Generation Junke Wang, Xun Wang, Qiushan Guo, Peize Sun, Weilin Huang, Zuxuan Wu, Yu-Gang Jiang

AAAI 2025 Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning Siyuan Li, Feifan Liu, Lingfei Cui, Jiani Lu, Qinqin Xiao, Xirui Yang, Peng Liu, Kewu Sun, Zhe Ma, Xun Wang

TMLR 2025 Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei

ICLR 2025 Tool-Planner: Task Planning with Clusters Across Multiple Tools Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yuwei Zhang, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

AAAI 2025 Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline Baolong Liu, Ruiqing Yang, Roukai Huang, Wenhao Xu, Xin Pan, Chuanhuang Li, Bin Wang, Xun Wang, Jianfeng Dong

NeurIPSW 2024 Auditing Empirical Privacy Protection of Private LLM Adaptations Lorenzo Rossi, Bartłomiej Marek, Vincent Hanke, Xun Wang, Michael Backes, Adam Dziedzic, Franziska Boenisch

AAAI 2024 Continual Vision-Language Retrieval via Dynamic Knowledge Rectification Zhenyu Cui, Yuxin Peng, Xun Wang, Manyu Zhu, Jiahuan Zhou

ICLR 2024 In-Context Autoencoder for Context Compression in a Large Language Model Tao Ge, Hu Jing, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei

CVPR 2024 Learning Continual Compatible Representation for Re-Indexing Free Lifelong Person Re-Identification Zhenyu Cui, Jiahuan Zhou, Xun Wang, Manyu Zhu, Yuxin Peng

ICMLW 2024 POST: A Framework for Privacy of Soft-Prompt Transfer Xun Wang, Jing Xu, Franziska Boenisch, Michael Backes, Adam Dziedzic

ICMLW 2024 POST: A Framework for Privacy of Soft-Prompt Transfer Xun Wang, Jing Xu, Franziska Boenisch, Michael Backes, Adam Dziedzic

AAAI 2024 Robust Visual Imitation Learning with Inverse Dynamics Representations Siyuan Li, Xun Wang, Rongchang Zuo, Kewu Sun, Lingfei Cui, Jishiyu Ding, Peng Liu, Zhe Ma

AAAI 2024 Simultaneous Optimization of Bid Shading and Internal Auction for Demand-Side Platforms Yadong Xu, Bonan Ni, Weiran Shen, Xun Wang, Zichen Wang, Yinsong Xue, Pingzhong Tang

NeurIPS 2024 xRAG: Extreme Context Compression for Retrieval-Augmented Generation with One Token Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao

ICCV 2023 Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video Retrieval Jianfeng Dong, Minsong Zhang, Zheng Zhang, Xianke Chen, Daizong Liu, Xiaoye Qu, Xun Wang, Baolong Liu

NeurIPS 2023 Extensible Prompts for Language Models on Zero-Shot Language Style Customization Tao Ge, Hu Jing, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei

AAAI 2023 Hierarchical Contrast for Unsupervised Skeleton-Based Action Representation Learning Jianfeng Dong, Shengkai Sun, Zhonglin Liu, Shujie Chen, Baolong Liu, Xun Wang

AAAI 2021 Coupon Design in Advertising Systems Weiran Shen, Pingzhong Tang, Xun Wang, Yadong Xu, Xiwang Yang

CVPR 2021 Deep Dual Consecutive Network for Human Pose Estimation Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang

NeurIPS 2021 Spatial Ensemble: A Novel Model Smoothing Mechanism for Student-Teacher Framework Tengteng Huang, Yifan Sun, Xun Wang, Haotian Yao, Chi Zhang

AAAI 2020 Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao, Xintong Han, Xun Wang, Weilin Huang, Matthew R. Scott

AAAI 2020 HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li

AAAI 2020 HARK: Harshness-Aware Sentiment Analysis Framework for Product Review (Student Abstract) Ting Zhou, Xun Wang, Yili Fang

AAAI 2020 MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation Rumeng Li, Xun Wang, Hong Yu

JAIR 2019 Multi-Scale Hierarchical Residual Network for Dense Captioning Yan Tian, Xun Wang, Jiachen Wu, Ruili Wang, Bailin Yang