DatePresenterTeamTitle
28th November 2025Shuang LiangUKPCQ: Parallel Compact Quantum Circuit Simulation
12th November 2025Ryota YasudoJapanRL-assisted Annealing for QUBO on a Multi-GPU System
28th October 2025Mark ChenUKFW-Merging: Scaling Model Merging with Frank-Wolf Optimization
29th September 2025Masato MotomuraJapan1) ISSCC 2025 Submission Summary
2) ISSCC 2026 Submission Plan
3) 3D Integration in the SBCube Project
11th September 2025Yuncheng LuUKVersatile Cross-Platform Compilation Toolchain for
Schrodinger-Style Quantum Circuit Simulation
21st August 2025Hiromitsu AwanoJapanLookup Table-based Multiplication-free All-digital DNN Accelerator Featuring Self-Synchronous Pipeline Accumulation
7th August 2025Charlie CampbellUKEnhancing LLM-based Quantum Code
Generation with
Multi-Agent Optimization and Quantum Error
Correction
17th July 2025Hiroaki ItoJapanMemory-Efficient and Trustworthy Neural Networks via Random Seed-Based Design
2nd July 2025Gabriel Figueiredo
Wayne Luk		UK1) MetaML update
2) Heterogeneous Reconfigurable Accelerators: Trends and Perspectives
12th June 2025Ryota Yasudo
Kazushi Kawamura
Thiem Van Chu		JapanResearch Direction and Current Focus
9th May 2025Zhiqiang (Walkie) QueUKTrustworthy Deep Learning Acceleration with Customizable Design Flow Automation​
18th Apr 2025Jiale YanJapanBingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT
21st Mar 2025Zehuan ZhangUKAccelerating MRI Uncertainty Estimation with
Mask-based Bayesian Neural Network
7th Mar 2025Yasuyuki OkoshiJapanUnlocking the Potential of Extremely Low-Bit Sparse Transformers through Adaptive Supermasks
12th Feb 2025Mark ChenUKProgressive Mixed-Precision Decoding for Efficient LLM Inference
31st Jan 2025Daichi FujikiJapanTowards Multi-Layer Processing-in-Memory Systems for General Applications
31st Jan 2025Hongxiang FanUKUnified Butterfly Acceleration Engine
10th Jan 2025Yuta NagaharaJapanToward Efficient Sparse Computing
10th Jan 2025Zehuan ZhangUKHardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA

Talks

2025

2024

DatePresenterTeamTitle
18th Dec 2024Junnosuke SuzukiJapanProgressive Bit-Precision CNNs & Accelerator
18th Dec 2024Zhiqiang (Walkie) QueUKAdvancing Deep Learning Hardware for Scientific Applications
28th Nov 2024Hikari OtsukaJapanPartially Frozen Random Network Contain Compact Strong Lottery Tickets
28th Nov 2024Gabriel FigueiredoUKArtisan Meta-programming
15th Nov 2024Yasuyuki OkoshiJapanWhiteDwarf: 12.24 TFLOPS/W 40 nm Versatile Neural Inference Engine for Ultra-Compact Execution of CNNs and MLPs Through Triple Unstructured Sparsity Exploitation and Triple Model Compression
15th Nov 2024Hongxiang FanUKWhen Monte-Carlo Dropout Meets Multi-Exit