Patents & Software copyright & Standardizations
- Zhixiang Ren. Computational complexity of neural networks inferences and the corresponding devices. Chinese patent No.ZL202010950692.1
- Zhixiang Ren, Haiyu Fu, Yue Zhou. Method, device and computer storage medium for constructing communication algorithm database. Chinese patent No.ZL202110105293.X
- Zhixiang Ren, Yue Zhou, Haiyu Fu. Communication algorithm database construction method, distributed machine device and storage medium. Chinese patent No.ZL202110072482.1
- Yiming Ren, Zhixiang Ren, Yonghong Tian, Wen Gao. A heuristic-guided asynchronous historical optimization method and related equipment. Chinese patent No.ZL202211082723.1
- Ya OuYang, Zhixiang Ren. An accurate approach approach to predict machine learning performances and the corresponding devices. Chinese patent No.ZL202011245061.6
- Yongheng Lin, Zhixiang Ren, Fan Zhang, Zhipeng Fu. A distributed data transmission optimization method system and related equipment. Chinese patent No.ZL202010941036.5
- Zhixiang Ren. Multimodal AI agent development framework system. Chinese software copyright No.2024SR1192003
- Zhixiang Ren. Al-driven multi-modal data intelligent fusion and processing framework system. Chinese software copyright No.2024SR1192004
- Zhixiang Ren. Domain-adaptive AI large model efficient fine-tuning framework system. Chinese software copyright No.2024SR1192005
- Zhixiang Ren. AI-driven small molecule drug design platform. Chinese software copyright No.2024SR1125139
- Zeting Li, Zhixiang Ren et al. Knowledge graph display, retrieval and application platform. Chinese software copyright No.2024SR0370669
- Wenguang Chen, Zhixiang Ren et al. International standard: Metric and evaluation methods for Al-enabled multimedia application computing power benchmark, international 'Telecommunication Union Standardization Sector SG16, ITU-T F.748.18
- Zhixiang Ren et al. Industry standard Artificial Intelligence Computing Center Technical Requirements, AITISAT/AI 118.1-2022
- Zhixiang Ren et al. Industry standard Artificial Intelligence Computing Center Benchmark Methodology, AITISAT/AI 118.2-2022
GitHub Software
- ProtFAD - Protein function prediction with function-aware domains as implicit modality.
- Drug_drug_interaction_with_LLM - Predicting drug-drug interaction events with large chemical language model.
- GWAI - AI-centered gravitational wave data generation and analysis platform.
- GIT-Mol - A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text.
- SLM4CRP - A Self-feedback Knowledge Elicitation Approach for Chemical Reaction Predictions.
- SLM4Mol - A quantitative benchmark and analysis of molecular large language models.
- LIGO_noise_suppression - deep neural network based workflow for noise suppression and signal recovery of real-world LIGO observational data.
- 3D-Mol - A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information.
- TCM_knowledge_graph - A large knowledge graph as a foundation model for traditional chinese medicine analysis.
- Taiji_Data_Challenge - Taiji Data Challenge for Exploring Gravitational Wave Universe.
- Space_signal_detection_all4 - Gravitational wave data denoising and signal detection for space-based detections.
- AI_molucular_dynamics_simulation - Deep neural network based method for large scale molecular dynamics simulation of bio-chemical targets.
- matrix_multiplication_parallelism - new parallelism diagram of matrix multiplication for deep neural network training and inference.
- TCM_prescription_generation - Deep graph neural network based method for Traditional Chinese Medicine prescription generation.
- AstroHub - An AI hub for astronomy and astrophysics.
- AIPerf - Automated machine learning as an AI-HPC benchmark.
- GW_PE_prior_sampling - Prior Sampling for high dimension data with domain knowledge.
