Wu, Hua

25 publications

ICLR 2025 MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions Yekun Chai, Haoran Sun, Huang Fang, Shuohuan Wang, Yu Sun, Hua Wu

ICML 2025 Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions Are Needed in Transformer Yilong Chen, Junyuan Shang, Zhenyu Zhang, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang

NeurIPS 2025 Residual Stream Analysis of Overfitting and Structural Disruptions Quan Liu, Han Zhou, Wenquan Wu, Hua Wu, Sen Su

ICLR 2024 Tool-Augmented Reward Modeling Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu

CVPR 2023 ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Li Chen, Hao Tian, Hua Wu, Haifeng Wang

IJCAI 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation Yanrui Du, Jing Yan, Yan Chen, Jing Liu, Sendong Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Bing Qin

MLOSS 2023 SQLFlow: An Extensible Toolkit Integrating DB and AI Jun Zhou, Ke Zhang, Lin Wang, Hua Wu, Yi Wang, ChaoChao Chen

AAAI 2023 Universal Information Extraction as Unified Semantic Matching Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu

TMLR 2022 Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Jie Fu, Yang Cao, Yu Kang, Haifeng Wang

AAAI 2021 ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graphs Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

NeurIPS 2021 Learning with Noisy Correspondence for Cross-Modal Matching Zhenyu Huang, Guocheng Niu, Xiao Liu, Wenbiao Ding, Xinyan Xiao, Hua Wu, Xi Peng

IJCAI 2021 Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-Modal Matching Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu

AAAI 2020 ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang

IJCAI 2020 ERNIE-GEN: An Enhanced Multi-Flow Pre-Training and Fine-Tuning Framework for Natural Language Generation Dongling Xiao, Han Zhang, Yu-Kun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

IJCAI 2020 Enhancing Dialog Coherence with Event Graph Grounded Content Planning Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che

AAAI 2020 Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che

AAAI 2020 Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong

AAAI 2019 Addressing the Under-Translation Problem from the Entropy Perspective Yang Zhao, Jiajun Zhang, Chengqing Zong, Zhongjun He, Hua Wu

IJCAI 2019 Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection Chaotao Chen, Jinhua Peng, Fan Wang, Jun Xu, Hua Wu

IJCAI 2019 Learning to Select Knowledge for Response Generation in Dialog Systems Rongzhong Lian, Min Xie, Fan Wang, Jinhua Peng, Hua Wu

AAAI 2019 Modeling Coherence for Discourse Neural Machine Translation Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

ICLR 2018 A New Method of Region Embedding for Text Classification Chao Qiao, Bo Huang, Guocheng Niu, Daren Li, Daxiang Dong, Wei He, Dianhai Yu, Hua Wu

AAAI 2018 Multi-Channel Encoder for Neural Machine Translation Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu

IJCAI 2016 Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu

AAAI 2016 Improved Neural Machine Translation with SMT Features Wei He, Zhongjun He, Hua Wu, Haifeng Wang