Chenguang Wang

Inner Mongolia Agricultural University — China

Computer Science · Physical Sciences

22h-index1.7kcitations97works4.42yr avg
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Research Topics

Topic Modeling(27), Natural Language Processing Techniques(23), Advanced Graph Neural Networks(12), Text Readability and Simplification(8), Text and Document Classification Technologies(7)

Publications97 total

Budget-aware Test-time Scaling via Discriminative Verification
arXiv (Cornell University)·2025Open Access
RepIt: Steering Language Models with Concept-Specific Refusal Vectors
arXiv (Cornell University)·2025Open Access
The Effect of Herbaceous and Shrub Combination with Different Root Configurations on Soil Saturated Hydraulic Conductivity
Water·2025Open Access
COSMIC: Generalized Refusal Direction Identification in LLM Activations
arXiv (Cornell University)·2025Open Access
Sampling from Binary Quadratic Distributions via Stochastic Localization
arXiv (Cornell University)·2025Open Access
AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents
arXiv (Cornell University)·2025Open Access
Comprehensive Evaluation of Eight Methods for Generating 1‐km Monthly Composite Hourly Land Surface Temperature in 2011 Under Clear Sky
Journal of Geophysical Research Atmospheres·2025
Towards Visual Text Grounding of Multimodal Large Language Model
arXiv (Cornell University)·2025Open Access
Global patterns and determinants of year-to-year variations in surface urban heat islands
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 8 cited
AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents
2025· 1 citedOpen Access
COSMIC: Generalized Refusal Direction Identification in LLM Activations
2025Open Access
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
2025Open Access
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
arXiv (Cornell University)·2024Open Access
Enhancing detection accuracy of highly overlapping targets in agricultural imagery using IoA-SoftNMS algorithm across diverse image sizes
Computers and Electronics in Agriculture·2024· 3 cited
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning
arXiv (Cornell University)·2024Open Access
Dynamic Bayesian network structure learning based on an improved bacterial foraging optimization algorithm
Scientific Reports·2024· 5 citedOpen Access
Enhancing Global Estimation of Fine Particulate Matter Concentrations by Including Geophysical <i>a Priori</i> Information in Deep Learning
ACS ES&T Air·2024· 78 citedOpen Access
RakutenAI-7B: Extending Large Language Models for Japanese
arXiv (Cornell University)·2024· 1 citedOpen Access
Measuring Vision-Language STEM Skills of Neural Models
arXiv (Cornell University)·2024Open Access
Towards Principled Task Grouping for Multi-Task Learning
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Dawn Song(8), Yangqiu Song(6), Yizhou Sun(4), Jiawei Han(4), Xiao Liu(3), Lingjuan Lyu(3), Ping Xiong(3), Wei Ren(3), Laura Chiticariu(3), Hang Zhang(2), Junyuan Xie(2), Jiachen Yang(2), Aston Zhang(2), Zui Chen(2), Haoyun Hong(2), Jie Tang(2), Ming Zhang(2), Alexander J. Smola(2), He Jiang(2), Ming Zhang(2)