Shengnan Wang

4 papers · 2025–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🏆 Keyword Champion (2)

Venues

AAAI (2) ACL (1) CVPR (1)

Top co-authors

Youhui Bai (4) Cheng Li (4) Zewen Jin (4) Ping Gong (3) Juncheng Zhang (2) Jiaan Zhu (2) Shen Fu (1) Guanbin Xu (1) Jiawei Yi (1) Gong Zhang (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Application Areas (3) Core AI (3) Deep Learning (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Architectures (1) Core Methods (1) Generation (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

sparse attention (2) inference acceleration (2) model inference (2) mixture of expert (2) neural network optimization (1) efficient computing (1) binary hashing (1) communication efficiency (1) pipeline parallelism (1) inference optimization (1) diffusion transformer (1) adaptive clustering (1) expert parallelism (1) large language model (1) learn to hash (1) model compression (1) top-k attention (1) video generation (1) distributed learning (1) dynamic routing (1)

Papers

AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation CVPR 2026 SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing AAAI 2026 BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference AAAI 2025 HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference ACL 2025