Chang, Baobao

21 publications

ICLR 2025 A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation Liang Chen, Sinan Tan, Zefan Cai, Weichu Xie, Haozhe Zhao, Yichi Zhang, Junyang Lin, Jinze Bai, Tianyu Liu, Baobao Chang

ICLRW 2025 ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code Xiangru Tang, Yuliang Liu, Zefan Cai, Daniel Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang, Baobao Chang, Arman Cohan, Mark Gerstein

ICLR 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang

ECCV 2024 An Image Is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai, Junyang Lin, Chang Zhou, Baobao Chang

NeurIPS 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun

ICLR 2024 MMICL: Empowering Vision-Language Model with Multi-Modal In-Context Learning Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang

NeurIPS 2024 UltraEdit: Instruction-Based Fine-Grained Image Editing at Scale Haozhe Zhao, Xiaojian Ma, Liang Chen, Shuzheng Si, Rujie Wu, Kaikai An, Peiyu Yu, Minjia Zhang, Qing Li, Baobao Chang

NeurIPS 2023 On the Pareto Front of Multilingual Neural Machine Translation Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang

AAAI 2023 Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling Ce Zheng, Yiming Wang, Baobao Chang

NeurIPSW 2023 Towards End-to-End Embodied Decision Making with Multi-Modal Large Language Model: Explorations with GPT4-Vision and Beyond Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Tianyu Liu, Baobao Chang

AAAI 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-Trained Language Model Compression Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang

IJCAI 2022 Robust Fine-Tuning via Perturbation and Interpolation from In-Batch Instances Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan Song, Tianyu Liu, Baobao Chang, Zhifang Sui

AAAI 2021 Towards Faithfulness in Open Domain Table-to-Text Generation from an Entity-Centric View Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui

AAAI 2020 Interactive Neural Network: Leveraging Part-of-Speech Window for Aspect Term Extraction (Student Abstract) Da Yin, Xiuyu Wu, Baobao Chang

IJCAI 2019 A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Xu Sun, Zhifang Sui

AAAI 2019 Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui

AAAI 2018 A Multi-View Fusion Neural Network for Answer Selection Lei Sha, Xiaodong Zhang, Feng Qian, Baobao Chang, Zhifang Sui

AAAI 2018 Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction Lei Sha, Feng Qian, Baobao Chang, Zhifang Sui

AAAI 2018 Order-Planning Neural Text Generation from Structured Data Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui

AAAI 2018 Table-to-Text Generation by Structure-Aware Seq2seq Learning Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui

IJCAI 2015 An Ontology Matching Approach Based on Affinity-Preserving Random Walks Chuncheng Xiang, Baobao Chang, Zhifang Sui