Mou, Lili

30 publications

ICLR 2026 Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling Yongchang Hao, Lili Mou

ICLR 2026 TokMem: One-Token Procedural Memory for Large Language Models Zijun Wu, Yongchang Hao, Lili Mou

AAAI 2025 EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation Yuqiao Wen, Behzad Shayegh, Chenyang Huang, Yanshuai Cao, Lili Mou

AAAI 2025 Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing Behzad Shayegh, Hobie H.-B. Lee, Xiaodan Zhu, Jackie Chi Kit Cheung, Lili Mou

ICMLW 2024 EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation Yuqiao Wen, Behzad Shayegh, Chenyang Huang, Yanshuai Cao, Lili Mou

ICLR 2024 Ensemble Distillation for Unsupervised Constituency Parsing Behzad Shayegh, Yanshuai Cao, Xiaodan Zhu, Jackie CK Cheung, Lili Mou

ICML 2024 Flora: Low-Rank Adapters Are Secretly Gradient Compressors Yongchang Hao, Yanshuai Cao, Lili Mou

ICLR 2024 Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models Zijun Wu, Yongkang Wu, Lili Mou

ICLR 2023 An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation Yuqiao Wen, Yongchang Hao, Yanshuai Cao, Lili Mou

ICLR 2023 Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic Zijun Wu, Zi Xuan Zhang, Atharva Naik, Zhijian Mei, Mauajama Firdaus, Lili Mou

NeurIPS 2022 A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization Puyuan Liu, Xiang Zhang, Lili Mou

AAAI 2022 Generalized Equivariance and Preferential Labeling for GNN Node Classification Zeyu Sun, Wenjie Zhang, Lili Mou, Qihao Zhu, Yingfei Xiong, Lu Zhang

AAAI 2022 Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li

AAAI 2022 Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou

NeurIPS 2022 Teacher Forcing Recovers Reward Functions for Text Generation Yongchang Hao, Yuxin Liu, Lili Mou

ICLRW 2020 How Chaotic Are Recurrent Neural Networks? Pourya Vakilipourtakalou, Lili Mou

ICLR 2020 Progressive Memory Banks for Incremental Domain Adaptation Nabiha Asghar, Lili Mou, Kira A. Selby, Kevin D. Pantasdo, Pascal Poupart, Xin Jiang

AAAI 2020 TreeGen: A Tree-Based Transformer Architecture for Code Generation Zeyu Sun, Qihao Zhu, Yingfei Xiong, Yican Sun, Lili Mou, Lu Zhang

NeurIPS 2020 Unsupervised Text Generation by Learning from Search Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael Lyu, Irwin King

AAAI 2019 A Grammar-Based Structural CNN Decoder for Code Generation Zeyu Sun, Qihao Zhu, Lili Mou, Yingfei Xiong, Ge Li, Lu Zhang

AAAI 2019 CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li

ICMLW 2019 Progressive Memory Banks for Incremental Domain Adaptation Nabiha Asghar, Lili Mou, Kira A. Selby, Kevin D. Pantasdo, Pascal Poupart, Xin Jiang

IJCAI 2018 Jumper: Learning When to Make Classification Decision in Reading Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, Sen Song

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 RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan

AAAI 2018 Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models Zhao Meng, Lili Mou, Zhi Jin

ICML 2017 Coupling Distributed and Symbolic Execution for Natural Language Queries Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin

ICLR 2017 Coupling Distributed and Symbolic Execution for Natural Language Queries Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin

AAAI 2016 Convolutional Neural Networks over Tree Structures for Programming Language Processing Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin

IJCAI 2016 StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation Xiang Li, Lili Mou, Rui Yan, Ming Zhang