Mingxing Zhang
6 papers · 2016–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π Renaissance Researcher (6)
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Computer Science
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Systems
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Keywords
large language model
(2)
reinforcement learning
(1)
multi-instance learning
(1)
information retrieval
(1)
multimodal learning
(1)
video understanding
(1)
graph construction
(1)
graph partitioning
(1)
feature fusion
(1)
transformer network
(1)
retrieval-augmented generation
(1)
multi-hop reasoning
(1)
speculative decoding
(1)
remote direct memory access
(1)
load balancing
(1)
graph partition
(1)
storage system
(1)
key-value store
(1)
task partitioning
(1)
distributed graph engine
(1)
Papers
ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models
AAAI 2026
Rethinking Multi-Instance Learning Through Graph-Driven Fusion: A Dual-Path Approach to Adaptive Representation
AAAI 2026
Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning
OSDI 2026
Scalio: Scaling up DPU-based JBOF Key-value Store with NVMe-oF Target Offload
OSDI 2025
Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos
CVPR 2021
Exploring the Hidden Dimension in Graph Processing
OSDI 2016