Xu, Yichong

20 publications

ICLR 2023 Generate Rather than Retrieve: Large Language Models Are Strong Context Generators Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang

AAAI 2023 I-Code: An Integrative and Composable Multimodal Learning Framework Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang

CVPR 2023 Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao

NeurIPS 2023 Sparse Modular Activation for Efficient Sequence Modeling Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, Cheng Xiang Zhai

NeurIPSW 2022 Adaptive Pre-Training of Language Models for Better Logical Reasoning Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren

CVPR 2022 An Empirical Study of Training End-to-End Vision-and-Language Transformers Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng

AAAI 2022 DialogLM: Pre-Trained Model for Long Dialogue Understanding and Summarization Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

NeurIPSW 2022 Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun

IJCAI 2022 Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang

TMLR 2022 Integrating Rankings into Quantized Scores in Peer Review Yusha Liu, Yichong Xu, Nihar B Shah, Aarti Singh

NeurIPS 2022 REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan

NeurIPS 2020 Preference-Based Reinforcement Learning with Finite-Time Guarantees Yichong Xu, Ruosong Wang, Lin Yang, Aarti Singh, Artur Dubrawski

JMLR 2020 Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information Yichong Xu, Sivaraman Balakrishnan, Aarti Singh, Artur Dubrawski

AISTATS 2020 Thresholding Bandit Problem with Both Duels and Pulls Yichong Xu, Xi Chen, Aarti Singh, Artur Dubrawski

UAI 2020 Zeroth Order Non-Convex Optimization with Dueling-Choice Bandits Yichong Xu, Aparna Joshi, Aarti Singh, Artur Dubrawski

IJCAI 2019 On Strategyproof Conference Peer Review Yichong Xu, Han Zhao, Xiaofei Shi, Nihar B. Shah

ICML 2018 Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information Yichong Xu, Hariank Muthakana, Sivaraman Balakrishnan, Aarti Singh, Artur Dubrawski

AAAI 2017 Computational Issues in Time-Inconsistent Planning Pingzhong Tang, Yifeng Teng, Zihe Wang, Shenke Xiao, Yichong Xu

NeurIPS 2017 Noise-Tolerant Interactive Learning Using Pairwise Comparisons Yichong Xu, Hongyang Zhang, Kyle Miller, Aarti Singh, Artur Dubrawski

CVPR 2015 The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification Tianjun Xiao, Yichong Xu, Kuiyuan Yang, Jiaxing Zhang, Yuxin Peng, Zheng Zhang