Methodology for spatial scaling in NPP under the influence of variable topography and vegetation. - Xinfang Chen; Jing M. Chen; Weimin Ju; Liliang Ren (IGARSS, 2007)

Hydrological responses of a semiarid catchment to land use change in North China: case study the Laohahe River Basin. - Xiuqin Fang; Liliang Ren; Qiongfang Li; Fei Yuan 004 (IGARSS, 2007)

Change detection of Hongze Lake wetland using rule-based inferring. - Renzong Ruan; Liliang Ren (IGARSS, 2007)

Urban ecotope mapping using QuickBird imagery. - Renzong Ruan; Liliang Ren (IGARSS, 2007)

Identification of inland fresh water wetland using SAR and ETM+ data. - Renzong Ruan; Liliang Ren (IGARSS, 2007)

Rainfall-Runoff Modeling at Daily Scale with Artificial Neural Networks. - Qin Xu; Liliang Ren; Zhongbo Yu; Bang Yang; Guizuo Wang (ICNC (2), 2008)

Incorporating Remote Sensing Data in a Simple Distributed Hydrological Model for Runoff and Spatial Soil Moisture Simulation. - Xianghu Li; Liliang Ren; Guizuo Wang (IGARSS (2), 2008)

Evaluation of Urban Environmental Quality with High Resolution Satellite Images. - Meichun Yan; Liliang Ren; Xiufeng He; Wengang Sang (IGARSS (3), 2008)

Meteorological Drought Forecasting Using Markov Chain Model. - Xiaofan Liu; Liliang Ren; Fei Yuan; Bang Yang (ESIAT (2), 2009)

A Contrastive Study of Simulation Results between GWSC-VMR and Hybrid Runoff Model in Dianzi Basin. - Guizuo Wang; Liliang Ren (ESIAT (2), 2009)

Identification of Flow-Routing Sequence from DEMs Based on Quicksort. - Bang Yang; Liliang Ren; Furong Chen; Xiaofan Liu (ESIAT (2), 2009)

Spatial statistical properties and scale transform analyses on the topographic index derived from DEMs in China. - Bin Yong; Wanchang Zhang 001; Guo-Yue Niu; Liliang Ren; Cheng-Zhi Qin 001 (Comput. Geosci., 2009)

Study on natural and human impacts on red-crowned crane habitat in the Yellow River Delta Natural Reserve. - Hong Wang; Jay Gao; Liliang Ren (Geoinformatics, 2012)

Large-scale detection of vegetation dynamics using MODIS images and BFAST: A case study in Quebec, Canada. - Xiuqin Fang; Qiuan Zhu; Liliang Ren; Hanwei Xu; Huai Chen; Changhui Peng (IGARSS, 2014)

Using a Kalman Filter to Assimilate TRMM-Based Real-Time Satellite Precipitation Estimates over Jinghe Basin, China. - Jiaqi Chen; Bin Yong; Liliang Ren; Weiguang Wang; Bo Chen; Jianan Lin; Zhongbo Yu; Ning Li 002 (Remote. Sens., 2016)

Recurrent Soft Attention Model for Common Object Recognition. - Liliang Ren (CoRR, 2017)

Airborne LiDAR Data Filtering Based on Geodesic Transformations of Mathematical Morphology. - Yong Li; Bin Yong; Peter van Oosterom; Mathias Lemmens; Huayi Wu; Liliang Ren; Mingxue Zheng; Jiajun Zhou (Remote. Sens., 2017)

Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar. - Fei Yuan; Limin Zhang; Khin Wah Wah Win; Liliang Ren; Chongxu Zhao; Yonghua Zhu; Shanhu Jiang; Yi Liu 048 (Remote. Sens., 2017)

Towards Universal Dialogue State Tracking. - Liliang Ren; Kaige Xie; Lu Chen 002; Kai Yu 004 (EMNLP, 2018)

Cost-Sensitive Active Learning for Dialogue State Tracking. - Kaige Xie; Cheng Chang; Liliang Ren; Lu Chen 002; Kai Yu 004 (SIGDIAL Conference, 2018)

Tracing the Error Sources of Global Satellite Mapping of Precipitation for GPM (GPM-GSMaP) Over the Tibetan Plateau, China. - Ziwei Zhu 002; Bin Yong; Linghong Ke; Guoqing Wang; Liliang Ren; Xi Chen 035 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation. - Liliang Ren; Jianmo Ni; Julian J. McAuley (EMNLP/IJCNLP (1), 2019)

RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping. - Liliang Ren; Gen Sun; Jiaman Wu (CoRR, 2019)

Applications of TRMM- and GPM-Era Multiple-Satellite Precipitation Products for Flood Simulations at Sub-Daily Scales in a Sparsely Gauged Watershed in Myanmar. - Fei Yuan; Limin Zhang; Khin Min Wun Soe; Liliang Ren; Chongxu Zhao; Yonghua Zhu; Shanhu Jiang; Yi Liu 048 (Remote. Sens., 2019)

Drought Monitoring and Evaluation by ESA CCI Soil Moisture Products Over the Yellow River Basin. - Linqi Zhang; Yi Liu 048; Liliang Ren; Shanhu Jiang; Xiaoli Yang; Fei Yuan; Menghao Wang; Linyong Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Simple Fix for Convolutional Neural Network via Coordinate Embedding. - Liliang Ren; Zhuonan Hao (CoRR, 2020)

Preliminary Utility of the Retrospective IMERG Precipitation Product for Large-Scale Drought Monitoring over Mainland China. - Linyong Wei; Shanhu Jiang; Liliang Ren; Linqi Zhang; Menghao Wang; Zheng Duan (Remote. Sens., 2020)

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. - Liliang Ren; Chenkai Sun; Heng Ji 001; Julia Hockenmaier (ACL/IJCNLP (Findings), 2021)

Language Model Pre-Training with Sparse Latent Typing. - Liliang Ren; Zixuan Zhang; Han Wang; Clare R. Voss; ChengXiang Zhai; Heng Ji 001 (EMNLP, 2022)

A Hybrid Feature Selection Approach for Flash Flood Disaster Risk in Jiangxi Province, China. - Lulu Yang; Xiuqin Fang; Yu Cao; Liliang Ren; Xiaoxiang Zhang (Geoinformatics, 2022)

Applications of Stacking/Blending ensemble learning approaches for evaluating flash flood susceptibility. - Jing Yao 001; Xiaoxiang Zhang; Weicong Luo; Changjun Liu; Liliang Ren (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Mapping homogeneous regions for flash floods using machine learning: A case study in Jiangxi province, China. - Ruojing Zhang; Yuehong Chen; Xiaoxiang Zhang; Qiang Ma; Liliang Ren (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Assessing the Potential of IMERG and TMPA Satellite Precipitation Products for Flood Simulations and Frequency Analyses over a Typical Humid Basin in South China. - Shanhu Jiang; Yu Ding; Ruolan Liu; Linyong Wei; Yating Liu; Mingming Ren; Liliang Ren (Remote. Sens., 2022)

Satellite Soil Moisture Data Reconstruction in the Temporal and Spatial Domains: Latent Error Assessments and Performances for Tracing Rainstorms and Droughts. - Yi Liu; Ruiqi Chen; Shanshui Yuan; Liliang Ren; Xiaoxiang Zhang; Changjun Liu; Qiang Ma (Remote. Sens., 2022)

A Comparison of Global and Local Statistical and Machine Learning Techniques in Estimating Flash Flood Susceptibility (Short Paper). - Jing Yao 001; Ziqi Li; Xiaoxiang Zhang; Changjun Liu; Liliang Ren (GIScience, 2023)

Sparse Modular Activation for Efficient Sequence Modeling. - Liliang Ren; Yang Liu; Shuohang Wang; Yichong Xu; Chenguang Zhu; ChengXiang Zhai (NeurIPS, 2023)

C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation. - Liliang Ren; Mankeerat Sidhu; Qi Zeng 001; Revanth Gangi Reddy; Heng Ji 001; ChengXiang Zhai (CoRR, 2023)

Non-Ignorable Differences in NIRv-Based Estimations of Gross Primary Productivity Considering Land Cover Change and Discrepancies in Multisource Products. - Jiaxin Jin; Weiye Hou; Longhao Wang; Songhan Wang; Ying Wang; Qiuan Zhu; Xiuqin Fang; Liliang Ren (Remote. Sens., 2023)

Monitoring Short-Term Trend Shifts and Long-Term Changes in Terrestrial Ecosystems: A Case Study of the Loess Plateau, China. - Xinyuan Jiang; Xiuqin Fang; Qiuan Zhu; Jiaxin Jin; Liliang Ren; Yiqi Yan (IGARSS, 2024)

Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling. - Liliang Ren; Yang Liu; Yadong Lu; Yelong Shen; Chen Liang 006; Weizhu Chen (ICLR, 2025)

BAP v2: An Enhanced Task Framework for Instruction Following in Minecraft Dialogues. - Prashant Jayannavar; Liliang Ren; Marisa Hudspeth; Charlotte Lambert; Ariel Cordes; Elizabeth Kaplan; Anjali Narayan-Chen; Julia Hockenmaier (CoRR, 2025)

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. - Abdelrahman Abouelenin; Atabak Ashfaq; Adam Atkinson; Hany Awadalla; Nguyen Bach; Jianmin Bao; Alon Benhaim; Martin Cai; Vishrav Chaudhary; Congcong Chen; Dong Chen 003; Dongdong Chen 001; et al. (CoRR, 2025)

Reinforcement Learning for Reasoning in Large Language Models with One Training Example. - Yiping Wang; Qing Yang; Zhiyuan Zeng; Liliang Ren; Lucas Liu; Baolin Peng; Hao Cheng 002; Xuehai He; Kuan Wang; Jianfeng Gao 001; Weizhu Chen; Shuohang Wang; et al. (CoRR, 2025)

Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math. - Haoran Xu; Baolin Peng; Hany Awadalla; Dongdong Chen 001; Yen-Chun Chen 001; Mei Gao; Young Jin Kim 001; Yunsheng Li; Liliang Ren; Yelong Shen; Shuohang Wang; Weijian Xu; et al. (CoRR, 2025)

PaTH Attention: Position Encoding via Accumulating Householder Transformations. - Songlin Yang; Yikang Shen; Kaiyue Wen; Shawn Tan; Mayank Mishra; Liliang Ren; Rameswar Panda; Yoon Kim (CoRR, 2025)

Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection. - Zheng Zhan 004; Liliang Ren; Shuohang Wang; Liyuan Liu; Yang Liu; Yeyun Gong; Yanzhi Wang; Yelong Shen (CoRR, 2025)

Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation. - Liliang Ren; Congcong Chen; Haoran Xu; Young Jin Kim 001; Adam Atkinson; Zheng Zhan 004; Jiankai Sun; Baolin Peng; Liyuan Liu; Shuohang Wang; Hao Cheng 002; Jianfeng Gao 001; et al. (CoRR, 2025)

SAS: Simulated Attention Score. - Chuanyang Zheng; Jiankai Sun; Yihang Gao; Yuehao Wang; Peihao Wang; Jing Xiong; Liliang Ren; Hao Cheng 002; Janardhan Kulkarni; Yelong Shen; Atlas Wang; Mac Schwager; et al. (CoRR, 2025)