Mingxuan Yuan

Latest

• Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis
• Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
• AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
• Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
• High-Performance Graph System Optimization via Differentiable Architecture Search
• Accelerating Large Language Model Reasoning via Speculative Search
• HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
• MAD-EA: A Multi-Mask Driven Evolutionary Algorithm Framework for Macro Placement Refinement
• Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
• LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
• Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
• A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
• A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
• Reinforcement Learning within Tree Search for Fast Macro Placement
• Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming
• Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model
• Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems
• Learning-Aided Heuristics Design for Storage System
• Multiobjective Optimization-Aided Decision-Making System for Large-Scale Manufacturing Planning
• A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching
• A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint