Liliang Ren

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 30

Top Topics

Gradient Boosting

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Liliang Ren, Yang Liu, Yadong Lu, Yelong Shen, Chen Liang, Weizhu Chen
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling. CoRR (2024)
Liliang Ren, Mankeerat Sidhu, Qi Zeng, Revanth Gangi Reddy, Heng Ji, ChengXiang Zhai
C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation. CoRR (2023)
Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, ChengXiang Zhai
Sparse Modular Activation for Efficient Sequence Modeling. CoRR (2023)
Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, ChengXiang Zhai
Sparse Modular Activation for Efficient Sequence Modeling. NeurIPS (2023)
Jing Yao, Ziqi Li, Xiaoxiang Zhang, Changjun Liu, Liliang Ren
A Comparison of Global and Local Statistical and Machine Learning Techniques in Estimating Flash Flood Susceptibility (Short Paper). GIScience (2023)
Jiaxin Jin, Weiye Hou, Longhao Wang, Songhan Wang, Ying Wang, Qiuan Zhu, Xiuqin Fang, Liliang Ren
Non-Ignorable Differences in NIRv-Based Estimations of Gross Primary Productivity Considering Land Cover Change and Discrepancies in Multisource Products. Remote. Sens. 15 (19) (2023)
Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, Chengxiang Zhai, Heng Ji
Language Model Pre-Training with Sparse Latent Typing. CoRR (2022)
Yi Liu, Ruiqi Chen, Shanshui Yuan, Liliang Ren, Xiaoxiang Zhang, Changjun Liu, Qiang Ma
Satellite Soil Moisture Data Reconstruction in the Temporal and Spatial Domains: Latent Error Assessments and Performances for Tracing Rainstorms and Droughts. Remote. Sens. 14 (19) (2022)
Shanhu Jiang, Yu Ding, Ruolan Liu, Linyong Wei, Yating Liu, Mingming Ren, Liliang Ren
Assessing the Potential of IMERG and TMPA Satellite Precipitation Products for Flood Simulations and Frequency Analyses over a Typical Humid Basin in South China. Remote. Sens. 14 (17) (2022)
Jing Yao, Xiaoxiang Zhang, Weicong Luo, Changjun Liu, Liliang Ren
Applications of Stacking/Blending ensemble learning approaches for evaluating flash flood susceptibility. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Liliang Ren, Zixuan Zhang, Han Wang, R. Clare Voss, ChengXiang Zhai, Heng Ji
Language Model Pre-Training with Sparse Latent Typing. EMNLP (2022)
Lulu Yang, Xiuqin Fang, Yu Cao, Liliang Ren, Xiaoxiang Zhang
A Hybrid Feature Selection Approach for Flash Flood Disaster Risk in Jiangxi Province, China. Geoinformatics (2022)
Ruojing Zhang, Yuehong Chen, Xiaoxiang Zhang, Qiang Ma, Liliang Ren
Mapping homogeneous regions for flash floods using machine learning: A case study in Jiangxi province, China. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. CoRR (2021)
Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. ACL/IJCNLP (Findings) (2021)
Liliang Ren, Zhuonan Hao
A Simple Fix for Convolutional Neural Network via Coordinate Embedding. CoRR (2020)
Linyong Wei, Shanhu Jiang, Liliang Ren, Linqi Zhang, Menghao Wang, Zheng Duan
Preliminary Utility of the Retrospective IMERG Precipitation Product for Large-Scale Drought Monitoring over Mainland China. Remote. Sens. 12 (18) (2020)
Liliang Ren, Gen Sun, Jiaman Wu
RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping. CoRR (2019)
Fei Yuan, Limin Zhang, Khin Min Wun Soe, Liliang Ren, Chongxu Zhao, Yonghua Zhu, Shanhu Jiang, Yi Liu
Applications of TRMM- and GPM-Era Multiple-Satellite Precipitation Products for Flood Simulations at Sub-Daily Scales in a Sparsely Gauged Watershed in Myanmar. Remote. Sens. 11 (2) (2019)
Liliang Ren, Jianmo Ni, Julian J. McAuley
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation. EMNLP/IJCNLP (1) (2019)
Linqi Zhang, Yi Liu, Liliang Ren, Shanhu Jiang, Xiaoli Yang, Fei Yuan, Menghao Wang, Linyong Wei
Drought Monitoring and Evaluation by ESA CCI Soil Moisture Products Over the Yellow River Basin. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Liliang Ren, Jianmo Ni, Julian J. McAuley
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation. CoRR (2019)
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu
Towards Universal Dialogue State Tracking. EMNLP (2018)
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu
Towards Universal Dialogue State Tracking. CoRR (2018)
Ziwei Zhu, Bin Yong, Linghong Ke, Guoqing Wang, Liliang Ren, Xi Chen
Tracing the Error Sources of Global Satellite Mapping of Precipitation for GPM (GPM-GSMaP) Over the Tibetan Plateau, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (7) (2018)
Kaige Xie, Cheng Chang, Liliang Ren, Lu Chen, Kai Yu
Cost-Sensitive Active Learning for Dialogue State Tracking. SIGDIAL Conference (2018)
Yong Li, Bin Yong, Peter van Oosterom, Mathias Lemmens, Huayi Wu, Liliang Ren, Mingxue Zheng, Jiajun Zhou
Airborne LiDAR Data Filtering Based on Geodesic Transformations of Mathematical Morphology. Remote. Sens. 9 (11) (2017)
Fei Yuan, Limin Zhang, Khin Wah Wah Win, Liliang Ren, Chongxu Zhao, Yonghua Zhu, Shanhu Jiang, Yi Liu
Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar. Remote. Sens. 9 (3) (2017)
Liliang Ren
Recurrent Soft Attention Model for Common Object Recognition. CoRR (2017)
Jiaqi Chen, Bin Yong, Liliang Ren, Weiguang Wang, Bo Chen, Jianan Lin, Zhongbo Yu, Ning Li
Using a Kalman Filter to Assimilate TRMM-Based Real-Time Satellite Precipitation Estimates over Jinghe Basin, China. Remote. Sens. 8 (11) (2016)
Xiuqin Fang, Qiuan Zhu, Liliang Ren, Hanwei Xu, Huai Chen, Changhui Peng
Large-scale detection of vegetation dynamics using MODIS images and BFAST: A case study in Quebec, Canada. IGARSS (2014)
Hong Wang, Jay Gao, Liliang Ren
Study on natural and human impacts on red-crowned crane habitat in the Yellow River Delta Natural Reserve. Geoinformatics (2012)
Xiaofan Liu, Liliang Ren, Fei Yuan, Bang Yang
Meteorological Drought Forecasting Using Markov Chain Model. ESIAT (2) (2009)
Guizuo Wang, Liliang Ren
A Contrastive Study of Simulation Results between GWSC-VMR and Hybrid Runoff Model in Dianzi Basin. ESIAT (2) (2009)
Bin Yong, Wanchang Zhang, Guo-Yue Niu, Liliang Ren, Cheng-Zhi Qin
Spatial statistical properties and scale transform analyses on the topographic index derived from DEMs in China. Comput. Geosci. 35 (3) (2009)
Bang Yang, Liliang Ren, Furong Chen, Xiaofan Liu
Identification of Flow-Routing Sequence from DEMs Based on Quicksort. ESIAT (2) (2009)
Xianghu Li, Liliang Ren, Guizuo Wang
Incorporating Remote Sensing Data in a Simple Distributed Hydrological Model for Runoff and Spatial Soil Moisture Simulation. IGARSS (2) (2008)
Meichun Yan, Liliang Ren, Xiufeng He, Wengang Sang
Evaluation of Urban Environmental Quality with High Resolution Satellite Images. IGARSS (3) (2008)
Qin Xu, Liliang Ren, Zhongbo Yu, Bang Yang, Guizuo Wang
Rainfall-Runoff Modeling at Daily Scale with Artificial Neural Networks. ICNC (2) (2008)
Xinfang Chen, Jing M. Chen, Weimin Ju, Liliang Ren
Methodology for spatial scaling in NPP under the influence of variable topography and vegetation. IGARSS (2007)
Renzong Ruan, Liliang Ren
Change detection of Hongze Lake wetland using rule-based inferring. IGARSS (2007)
Xiuqin Fang, Liliang Ren, Qiongfang Li, Fei Yuan
Hydrological responses of a semiarid catchment to land use change in North China: case study the Laohahe River Basin. IGARSS (2007)
Renzong Ruan, Liliang Ren
Identification of inland fresh water wetland using SAR and ETM+ data. IGARSS (2007)
Renzong Ruan, Liliang Ren
Urban ecotope mapping using QuickBird imagery. IGARSS (2007)