Rutgers Efficient AI Seminar

[REFAI Seminar 040726] A Cross-Stack Co-Design Pathway for Pushing the Efficiency Frontier of AI

Rutgers Efficient AI Seminar

[REFAI Seminar 031026] Memory Perspective of Transformer LLMs Observations & Efficient Inference

Rutgers Efficient AI Seminar

[REFAI Seminar 030326] Nondeterminism in LLM Inference & Training–Rollout Mismatch

Rutgers Efficient AI Seminar

[REFAI Seminar 121125] From Sparse Pattern to Smart Acceleration ML Methods for Future of Compute

Rutgers Efficient AI Seminar

[REFAI Seminar 112025] Efficient RRAM-eDRAM Compute-In-Memory Accelerators for Transformers

Rutgers Efficient AI Seminar

[REFAI Seminar 103025] Opportunity & Challenge for In-Near-Memory Computing for Machine Intellige

Rutgers Efficient AI Seminar

[REFAI Seminar 101625 ] AI-driven Analog EDA Efficient Inverse Design to Novel Topology Discovery

Rutgers Efficient AI Seminar

[REFAI Seminar 101025 ] High Performance and Secure Edge Computing Using Ferroelectric FET

Rutgers Efficient AI Seminar

[REFAI Seminar 050225 ] A Case for KV Cache Layer Enabling the Next Phase of Fast Distributed LLM

Rutgers Efficient AI Seminar

[REFAI Seminar 042825 ] HardwareSoftware Co-Design for Efficient Acceleration on CGRAs

Rutgers Efficient AI Seminar

[REFAI Seminar 042225 ] Fast Video Generation with Sliding Tile Attention

Rutgers Efficient AI Seminar

[REFAI Seminar 022425 ] Intelligent Software in the Era of Deep Learning

Rutgers Efficient AI Seminar

[REFAI Seminar 021125 ] Partition Is All You Need

Rutgers Efficient AI Seminar

[REFAI Seminar 112624 ] Efficient Programming on Heterogeneous Accelerators

Rutgers Efficient AI Seminar

[REFAI Seminar 110724 ] A Systematic & Rapid Approach to Design Space Exploration for Tensor Accel

Rutgers Efficient AI Seminar

[REFAI Seminar 103124 ] ML Workloads in ARVR and Their Implication to the ML System Design

Rutgers Efficient AI Seminar

[REFAI Seminar 102424 ] The Role of AI in Physical Design

Rutgers Efficient AI Seminar

[REFAI Seminar 100324] Sparse Linear Algebra Acceleration on High Bandwidth Memory FPGAs

Rutgers Efficient AI Seminar

[REFAI Seminar 041624] ML for ML Compilers at Google

Rutgers Efficient AI Seminar

[REFAI Seminar 032624] Enable Edge Intelligence via Scalable and Efficient Federated Learning

Rutgers Efficient AI Seminar

[REFAI Seminar 031924] Parameter Efficient LLM Inference with LoRAX

Rutgers Efficient AI Seminar

[REFAI Seminar 022024] A Computer Engneering Journey to Optical NN Infra., Algo., and Co-design

Rutgers Efficient AI Seminar

[REFAI Seminar 021324] Demystify Efficient & Accountable Large Languge Model from SMoE Perspective

Rutgers Efficient AI Seminar

[REFAI Seminar 112823] Probabilistic Computing with p-bits Optimization, ML & Quantum Simulation

Rutgers Efficient AI Seminar

[REFAI Seminar 120523] Light-AI Interaction Bridging Photonics and Artificial Intelligence

Rutgers Efficient AI Seminar

[REFAI Seminar 111423] Designing Physics-Inspired Computational Platforms to Solve Hard Combinator

Rutgers Efficient AI Seminar

[REFAI Seminar 110723] Hardware-aware Algorithms for Language Modeling

Rutgers Efficient AI Seminar

[REFAI Seminar 103123] Boosting Performance and Scalability of Distributed Deep Learning

Rutgers Efficient AI Seminar

[REFAI Seminar 102423] Ultra Low-Power Machine Learning via Hardware and Software Co-design

Rutgers Efficient AI Seminar

[REFAI Seminar 100323] Analytics and Machine Learning Systems on Graphs

Rutgers Efficient AI Seminar