Chenliang Li

Alibaba Group (China) — China

Computer Science · Physical Sciences

11h-index1.2kcitations42works2.02yr avg
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Research Topics

Multimodal Machine Learning Applications(29), Domain Adaptation and Few-Shot Learning(16), Advanced Image and Video Retrieval Techniques(10), Natural Language Processing Techniques(9), Topic Modeling(8)

Publications42 total

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
arXiv (Cornell University)·2025Open Access
SPELL: Self-Play Reinforcement Learning for Evolving Long-Context Language Models
ArXiv.org·2025Open Access
Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Bi-VLDoc: bidirectional vision-language modeling for visually-rich document understanding
International Journal on Document Analysis and Recognition (IJDAR)·2025· 2 cited
WritingBench: A Comprehensive Benchmark for Generative Writing
arXiv (Cornell University)·2025Open Access
Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation
2025Open Access
mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
2024· 11 cited
Efficient Sparse Attention needs Adaptive Token Release
arXiv (Cornell University)·2024· 1 citedOpen Access
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
arXiv (Cornell University)·2024Open Access
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
arXiv (Cornell University)·2024Open Access
Comparisons of Different Machine Learning-Based Rainfall–Runoff Simulations under Changing Environments
Water·2024· 11 citedOpen Access
Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection
arXiv (Cornell University)·2024Open Access
Efficient Sparse Attention needs Adaptive Token Release
2024· 1 citedOpen Access
COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text Alignment
2023· 9 cited
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
arXiv (Cornell University)·2023· 4 citedOpen Access
Learning Trajectory-Word Alignments for Video-Language Tasks
2023· 2 cited
BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization
2023· 6 cited
COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text Alignment
arXiv (Cornell University)·2023· 1 citedOpen Access
Massively Parallel Monte Carlo Sampling for Xinanjiang Hydrological Model Parameter Optimization Using CPU-GPU Computer Cluster
Water·2023· 3 citedOpen Access
BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Ming Yan(15), Qinghao Ye(14), Fei Huang(14), Songfang Huang(14), Haiyang Xu(12), Bin Bi(12), Ji Zhang(11), Haiyang Xu(9), Fei Huang(9), Guohai Xu(6), Yaya Shi(6), Luo Si(6), Jiabo Ye(5), Junfeng Tian(5), Ming Yan(5), Wei Wang(5), Shikun Zhang(5), Anwen Hu(4), Chaoya Jiang(4), Qian Qi(3)