· ai
[Paper] Optimisation of Aircraft Maintenance Schedules
We present an aircraft maintenance scheduling problem, which requires suitably qualified staff to be assigned to maintenance tasks on each aircraft. The tasks o...
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- · ai
[Paper] CIFE: Code Instruction-Following Evaluation
Large Language Models (LLMs) are increasingly applied to real-world code generation, where functional correctness alone is insufficient for reliable deployment,...
- · software
[Paper] GraphCue for SDN Configuration Code Synthesis
We present GraphCue, a topology-grounded retrieval and agent-in-the-loop framework for automated SDN configuration. Each case is abstracted into a JSON graph an...
- · ai
[Paper] Adaptive Graph Pruning with Sudden-Events Evaluation for Traffic Prediction using Online Semi-Decentralized ST-GNNs
Spatio-Temporal Graph Neural Networks (ST-GNNs) are well-suited for processing high-frequency data streams from geographically distributed sensors in smart mobi...
- · devops
[Paper] Scalable Distributed Vector Search via Accuracy Preserving Index Construction
Scaling Approximate Nearest Neighbor Search (ANNS) to billions of vectors requires distributed indexes that balance accuracy, latency, and throughput. Yet exist...
- · ai
[Paper] Practical Framework for Privacy-Preserving and Byzantine-robust Federated Learning
Federated Learning (FL) allows multiple clients to collaboratively train a model without sharing their private data. However, FL is vulnerable to Byzantine atta...
- · devops
[Paper] Taming the Memory Footprint Crisis: System Design for Production Diffusion LLM Serving
Diffusion Large Language Models (dLLMs) have emerged as a promising alternative to Autoregressive Models (ARMs), utilizing parallel decoding to overcome sequent...
- · devops
[Paper] Sedna: Sharding transactions in multiple concurrent proposer blockchains
Modern blockchains increasingly adopt multi-proposer (MCP) consensus to remove single-leader bottlenecks and improve censorship resistance. However, MCP alone d...
- · ai
[Paper] Generative Refocusing: Flexible Defocus Control from a Single Image
Depth-of-field control is essential in photography, but getting the perfect focus often takes several tries or special equipment. Single-image refocusing is sti...
- · ai
[Paper] The World is Your Canvas: Painting Promptable Events with Reference Images, Trajectories, and Text
We present WorldCanvas, a framework for promptable world events that enables rich, user-directed simulation by combining text, trajectories, and reference image...
- · ai
[Paper] Next-Embedding Prediction Makes Strong Vision Learners
Inspired by the success of generative pretraining in natural language, we ask whether the same principles can yield strong self-supervised visual learners. Inst...
- · ai
[Paper] Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification
Conventional evaluation methods for multimodal LLMs (MLLMs) lack interpretability and are often insufficient to fully disclose significant capability gaps acros...