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AsiaInfo Technology: New Tech Exploration

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Latest from AsiaInfo Technology: New Tech Exploration

89 recent articles

AsiaInfo Technology: New Tech Exploration

May 19, 2025 · Artificial Intelligence

How WASP Generates High‑Quality DP Synthetic Data with Multi‑Model Collaboration

WASP is a privacy‑preserving framework that fuses multiple pretrained language models through a weighted Top‑Q voting scheme to synthesize differential‑private data, dramatically improving downstream task performance even when only a few private samples are available, and it scales to federated settings.

Multi-Model FusionSynthetic Datadifferential privacy

0 likes · 19 min read

How WASP Generates High‑Quality DP Synthetic Data with Multi‑Model Collaboration

AsiaInfo Technology: New Tech Exploration

Apr 25, 2025 · Artificial Intelligence

How Evidence Generation Boosts Document-Grounded Dialogue with LLMs

This study introduces DGDE, a document‑grounded dialogue framework that leverages large language model‑generated evidence, combining retrieval, reranking, fine‑tuning, and iterative question correction to markedly improve accuracy, comprehensiveness, coherence, and completeness on the Doc2dial benchmark.

Retrievaldocument-grounded dialogueevidence generation

0 likes · 21 min read

How Evidence Generation Boosts Document-Grounded Dialogue with LLMs

AsiaInfo Technology: New Tech Exploration

Apr 18, 2025 · Industry Insights

Digital Twin Revolution in Fluid Dynamics: Techniques, Challenges, and Outlook

This article explores how digital twin technology is applied to fluid dynamics, detailing the underlying physics, numerical methods, visualization pipelines, and the capabilities of specific platforms while highlighting current challenges and future opportunities across engineering and scientific domains.

Navier-StokesOpenVDBcomputational fluid dynamics

0 likes · 20 min read

Digital Twin Revolution in Fluid Dynamics: Techniques, Challenges, and Outlook

AsiaInfo Technology: New Tech Exploration

Mar 21, 2025 · Industry Insights

How DeepSeek’s Large Model is Revolutionizing Digital Twin Simulations

This article analyzes how DeepSeek’s multimodal large model overcomes traditional digital‑twin simulation bottlenecks through dynamic modeling, generative data augmentation, and low‑cost open‑source architecture, enabling smarter city traffic, industrial design, and water‑resource management while reshaping the industry’s AI‑driven simulation landscape.

AIDeepSeekdigital twin

0 likes · 22 min read

How DeepSeek’s Large Model is Revolutionizing Digital Twin Simulations

AsiaInfo Technology: New Tech Exploration

Mar 14, 2025 · Artificial Intelligence

How Automatic Creation of Digital Cousins Revolutionizes Digital Twin Simulations

The article analyzes the Automatic Creation of Digital Cousins (ACDC) technology, detailing its pipeline—from object recognition and semantic segmentation to depth estimation, camera calibration, and 3D scene reconstruction—while discussing challenges, industry applications, and future research directions.

3D scene generationAIdigital twins

0 likes · 20 min read

How Automatic Creation of Digital Cousins Revolutionizes Digital Twin Simulations

AsiaInfo Technology: New Tech Exploration

Feb 24, 2025 · Artificial Intelligence

Can Multi‑Teacher Distillation Overcome Catastrophic Forgetting in Continual Learning?

This paper proposes a multi‑teacher distillation framework for continual learning that combines active data rehearsal with feature‑decoupled distillation, demonstrating superior performance on PASCAL VOC and COCO benchmarks while mitigating catastrophic forgetting and balancing stability‑plasticity trade‑offs.

AICatastrophic Forgettingactive rehearsal

0 likes · 12 min read

Can Multi‑Teacher Distillation Overcome Catastrophic Forgetting in Continual Learning?

AsiaInfo Technology: New Tech Exploration

Feb 11, 2025 · Industry Insights

How L4S Can Transform 5G: Low Latency, Low Loss, Scalable Throughput Explained

This article analyzes the L4S (Low‑Latency, Low‑Loss, Scalable‑Throughput) internet service, its classic congestion‑control background, the L4S architecture—including host, network, and protocol support—and how 3GPP R18 integrates L4S into 5G systems for ultra‑responsive applications.

5GCongestion ControlECN

0 likes · 20 min read

How L4S Can Transform 5G: Low Latency, Low Loss, Scalable Throughput Explained

AsiaInfo Technology: New Tech Exploration

Dec 30, 2024 · Artificial Intelligence

How RAG Fusion Revolutionizes Information Retrieval: Mechanisms, Benefits, and Future Directions

This article examines RAG Fusion, a retrieval‑augmented generation technique that combines multi‑query generation, reciprocal rank fusion, and contextual relevance improvements to boost search accuracy, discusses its workflow, mathematical foundation, advantages, challenges, real‑world applications, and emerging research directions.

AIInformation RetrievalRAG Fusion

0 likes · 15 min read

How RAG Fusion Revolutionizes Information Retrieval: Mechanisms, Benefits, and Future Directions

AsiaInfo Technology: New Tech Exploration

Dec 13, 2024 · Artificial Intelligence

Optimizing Graph RAG: Boosting Global QA with Better Chunking, Prompts, and Entity Extraction

This article presents a comprehensive analysis of Graph RAG, detailing its implementation workflow, step‑by‑step execution guide, four targeted optimization strategies, and experimental validation that demonstrates significant improvements in global and local question answering for industry scenarios.

Graph RAGLLM optimizationPrompt Engineering

0 likes · 18 min read

Optimizing Graph RAG: Boosting Global QA with Better Chunking, Prompts, and Entity Extraction

AsiaInfo Technology: New Tech Exploration

Dec 9, 2024 · Artificial Intelligence

How Programming Large Models Transform Repository‑Level Code Completion

This article examines how programming large models combined with code knowledge graphs can overcome the limited context of traditional code‑completion tools, detailing key techniques, trigger strategies, context acquisition methods, model fine‑tuning practices, current challenges, and future research directions for intelligent, repository‑wide code suggestions.

AI programmingKnowledge Graphcode completion

0 likes · 14 min read

How Programming Large Models Transform Repository‑Level Code Completion