MP
Massoud Pedram
cs.LGcs.AIcs.ETcs.ARcs.CVstat.MLquant-phcond-mat.supr-concs.DCcs.CL
On Valency
published · living versionsW_f2z2e9vw·v1 · currentpublished
qLevelPlace: A Level-Based Placement Framework for RSFQ Circuits
with Ziyu Liu, Jingkai Hong, Robert S. Aviles, Sasan Razmkhah +1
1 version
W_zdb7prpq·v1published
W_nmut63vy·v1published
W_28b37zwp·v1published
Preprints & journals
117 papers in the corpus · 2003–2026Keep the Lineages Alive: Diversity-Preserving SMC for Diffusion LLM Decoding2610.25932v1 · Minoo Ahmadi, Seyedarmin Azizi, Mehdi Kamal et al.2026 · 0 citationsarXivon Valency
Claim Laundering: When Agent Decision Models Trust Records Over Reality2610.25947v1 · Tina Khezresmaeilzadeh, Seyedarmin Azizi, Erfan Baghaei Potraghloo et al.2026 · 0 citationsarXivon Valency
ForkGRPO: Efficient Exploration and Fine-Grained Credit Assignment for Diffusion Language Models2610.19408v1 · Zhaoyan Jia, Chengwei Zhou, Gourav Datta et al.2026 · 0 citationsarXiv
The Sharp Directions Are Against You: Curvature Analysis of Activation Steering2610.16084v1 · Seyedarmin Azizi, Arya Fayyazi, Parsa Razmara et al.2026 · 0 citationsarXiv
The Agent Knew: Internal States Forecast Unauthorized Actions and Stop Them, and the Lies That Follow2610.17301v1 · Arya Fayyazi, Mehdi Kamal, Massoud Pedram2026 · 0 citationsarXiv
Stateless Stochastic Computing for Generative AI on Superconducting Logic: A Model-Hardware Co-Design2610.15392v1 · Mehdi Kamal, Massoud Pedram2026 · 0 citationsarXiv
Running Fewer Loops Removes Refusal Behaviour in Recurrent-Depth Language Models2610.15218v1 · Seyedarmin Azizi, Erfan Baghaei Potraghloo, Arya Fayyazi et al.2026 · 0 citationsarXiv
One Word Opens the Gate: The Option-Channel Attack on Typed Decision Models as Agent Guardrails2610.12292v1 · Seyedarmin Azizi, Erfan Baghaei Potraghloo, Massoud Pedram2026 · 0 citationsarXiv
Sharpen Without Search: On-Policy Distillation of Sequence-Level Power Distribution2610.06804v1 · Erfan Baghaei Potraghloo, Seyedarmin Azizi, Arya Fayyazi et al.2026 · 0 citationsarXiv
Labels Override Definitions in Jev-Style Typed Decision Models2610.02586v1 · Seyedarmin Azizi, Erfan Baghaei Potraghloo, Massoud Pedram2026 · 0 citationsarXiv
Chopthin-Consensus Power Sampling: A Diversity-Preserving Approach to LLM Decoding2609.12243v2 · Minoo Ahmadi, Seyedarmin Azizi, Erfan Baghaei Potraghloo et al.2026 · 0 citationsarXiv
RIVERPlace: Repairing Interconnect Violations with Efficient Retiming and Incremental Placement for AQFP Circuits2608.13780v1 · Robert S. Aviles, Ziyu Liu, Sasan Razmkhah et al.2026 · 0 citationsarXiv
Fair on the Surface? Benchmarking Hidden-Output Fairness Gaps in LLM Recommenders2608.08284v1 · Chan Aristella Lu, Arya Fayyazi, Junhao Zhang et al.2026 · 0 citationsarXiv
Multi-Level Modeling of Large Language Model Inference Latency and Energy via Hybrid Analytical--Machine-Learning Predictors2608.06723v1 · Saeid Shokoufa, Mohammad Erfan Sadeghi, Mehdi Kamal et al.2026 · 0 citationsarXiv
TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog2604.23602v1 · Armin Abdollahi, Negin Ashrafi, Mehdi Kamal et al.2026 · 0 citationsarXiv
One Token Away from Collapse: The Fragility of Instruction-Tuned Helpfulness2604.13006v2 · Erfan Baghaei Potraghloo, Seyedarmin Azizi, Souvik Kundu et al.2026 · 0 citationsarXiv
qPRO-AQFP: Post-Routing Optimization of AQFP Circuits with Delay Line Clocking2604.08705v1 · Robert S. Aviles, Ziyu Liu, Jingkai Hong et al.2026 · 0 citationsarXiv
HDLFORGE: A Two-Stage Multi-Agent Framework for Efficient Verilog Code Generation with Adaptive Model Escalation2603.04646v1 · Armin Abdollahi, Saeid Shokoufa, Negin Ashrafi et al.2026 · 0 citationsarXiv
Power-SMC: Low-Latency Sequence-Level Power Sampling for Training-Free LLM Reasoning2602.10273v3 · Seyedarmin Azizi, Erfan Baghaei Potraghloo, Minoo Ahmadi et al.2026 · 0 citationsarXiv
SuperSNN: A Hardware-Aware Framework for Physically Realizable, High-Performance Superconducting Spiking Neural Network Chips2509.05532v1 · Changxu Song, Arda Caliskan, Beyza Zeynep Ucpinar et al.2025 · 0 citationsarXiv
Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation2509.02510v2 · Erfan Baghaei Potraghloo, Seyedarmin Azizi, Souvik Kundu et al.2025 · 1 citationarXiv
SCE-NTT: A Hardware Accelerator for Number Theoretic Transform Using Superconductor Electronics2508.21265v1 · Sasan Razmkhah, Mingye Li, Zeming Cheng et al.2025 · 0 citationsarXiv
Optimized Bistable Vortex Memory Arrays for Superconducting In-Memory Matrix-Vector Multiplication2507.04648v1 · Mustafa Altay Karamuftuoglu, Changxu Song, Beyza Zeynep Ucpinar et al.2025 · 0 citationsarXiv
Activation Steering for Chain-of-Thought Compression2507.04742v2 · Seyedarmin Azizi, Erfan Baghaei Potraghloo, Massoud Pedram2025 · 0 citationsarXiv
ASAP-FE: Energy-Efficient Feature Extraction Enabling Multi-Channel Keyword Spotting on Edge Processors2506.14657v1 · Jongin Choi, Jina Park, Woojoo Lee et al.2025 · 1 citation2025 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)
MARCO: Hardware-Aware Neural Architecture Search for Edge Devices with Multi-Agent Reinforcement Learning and Conformal Prediction Filtering2506.13755v1 · Arya Fayyazi, Mehdi Kamal, Massoud Pedram2025 · 0 citationsarXiv
Scalable Asynchronous Single Flux Quantum Up-Down Counter using Josephson Trapping Lines and {\alpha}-Cells2505.04069v1 · Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Sasan Razmkhah et al.2025 · 1 citationarXiv
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair2504.07395v1 · Arya Fayyazi, Mehdi Kamal, Massoud Pedram2025 · 1 citationarXiv
RocketPPA: Code-Level Power, Performance, and Area Prediction via LLM and Mixture of Experts2503.21971v3 · Armin Abdollahi, Mehdi Kamal, Massoud Pedram2025 · 0 citationsarXiv
IC-D2S: A Hybrid Ising-Classical-Machines Data-Driven QUBO Solver Method2502.13947v1 · Armin Abdollahi, Mehdi Kamal, Massoud Pedram2025 · 0 citationsarXiv
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems2502.02966v1 · Arya Fayyazi, Mehdi Kamal, Massoud Pedram2025 · 3 citationsarXiv
AR-SFQ: Asynchronous Reset Library Using {\alpha}-Cell Design2501.09449v1 · Yasemin Kopur, Beyza Zeynep Ucpinar, Mustafa Altay Karamuftuoglu et al.2025 · 0 citationsarXiv
SAIM: Scalable Analog Ising Machine for Solving Quadratic Binary Optimization Problems2410.16079v2 · Sasan Razmkhah, Jui-Yu Huang, Mehdi Kamal et al.2024 · 0 citationsarXiv
MENAGE: Mixed-Signal Event-Driven Neuromorphic Accelerator for Edge Applications2410.08403v1 · Armin Abdollahi, Mehdi Kamal, Massoud Pedram2024 · 1 citationarXiv
Efficient Noise Mitigation for Enhancing Inference Accuracy in DNNs on Mixed-Signal Accelerators2409.18553v1 · Seyedarmin Azizi, Mohammad Erfan Sadeghi, Mehdi Kamal et al.2024 · 0 citationsarXiv
Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation2407.14498v1 · Dongyang Wu, Siyang Wang, Mehdi Kamal et al.2024 · 0 citationsarXiv
Dynamic Co-Optimization Compiler: Leveraging Multi-Agent Reinforcement Learning for Enhanced DNN Accelerator Performance2407.08192v3 · Arya Fayyazi, Mehdi Kamal, Massoud Pedram2024 · 2 citationsarXiv
PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers2406.14854v2 · Mohammad Erfan Sadeghi, Arash Fayyazi, Seyedarmin Azizi et al.2024 · 17 citationsarXiv
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation2406.12832v1 · Seyedarmin Azizi, Souvik Kundu, Massoud Pedram2024 · 5 citationsarXiv
Superconductor bistable vortex memory for data storage and in-memory computing2406.08871v1 · Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Sasan Razmkhah et al.2024 · 6 citationsarXiv
GEMA: A Genome Exact Mapping Accelerator Based on Learned Indexes.38157470 · Sharei, Mohaddeseh, Kamal, Mehdi, Afzali-Kusha, Ali et al.2024 · 1 citationIEEE transactions on biomedical circuits and systems. 2024;18(3):523-538
Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware2402.16384v2 · Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Arash Fayyazi et al.2024 · 10 citationsarXiv
Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy2402.06004v1 · Seyedarmin Azizi, Mahdi Nazemi, Massoud Pedram2024 · 1 citationarXiv
Low-Precision Mixed-Computation Models for Inference on Edge2312.02210v1 · Seyedarmin Azizi, Mahdi Nazemi, Mehdi Kamal et al.2023 · 7 citationsarXiv
Superconductor Logic Implementation with All-JJ Inductor-Free Cell Library2310.13857v1 · Haolin Cong, Sasan Razmkhah, Mustafa Altay Karamuftuoglu et al.2023 · 9 citationsarXiv
An On-Chip Trainable Neuron Circuit for SFQ-Based Spiking Neural Networks2310.07824v1 · Beyza Zeynep Ucpinar, Mustafa Altay Karamuftuoglu, Sasan Razmkhah et al.2023 · 8 citationsin IEEE Transactions on Applied Superconductivity, vol. 34, no. 3, pp. 1-6, May 2024, Art no. 1300506
Unsupervised SFQ-Based Spiking Neural Network2310.03918v1 · Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Sasan Razmkhah et al.2023 · 9 citationsIEEE Transactions on Applied Superconductivity, vol. 34, no. 3, pp. 1-8, May 2024, Art no. 1300708
Design of a Superconducting Multiflux Non-Destructive Readout Memory Unit2309.14613v2 · Beyza Zeynep Ucpinar, Yasemin Kopur, Mustafa Altay Karamuftuoglu et al.2023 · 4 citationsarXiv
A Josephson Parametric Oscillator-Based Ising Machine2309.03407v3 · Sasan Razmkhah, Mehdi Kamal, Nobuyuki Yoshikawa et al.2023 · 11 citationsPhys. Rev. B, vol. 109, p. 014511, Jan 2024
High-Density Superconductive Logic Circuits Utilizing 0 and Josephson Junctions2308.12474v1 · Sasan Razmkhah, Massoud Pedram2023 · 9 citationsEngineering Research Express (2024)
Career total: 1217 works. 117 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.