Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:57:25.710951Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2501.09588.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:57:25.710951Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3c55e579-f107-4e74-abcc-55ec52014908 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures A Survey of Transformers
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 117f2e8f-9a25-4caa-ac56-ed18632e9974 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures PaLM: Scaling Language Modeling with Pathways
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eacd8b23-aa78-4bb1-ab5d-429a9414ffbc · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Language Models are Few-Shot Learners
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71009349-d27e-43f9-8569-18aa954691f4 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Finetuned Language Models Are Zero-Shot Learners
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 876d4f03-486c-4c91-bef7-708ec2a59a40 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures QLoRA: Efficient Finetuning of Quantized LLMs
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28df73f9-8af0-4e54-bd97-50e73a9d6d80 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures LoRA: Low-Rank Adaptation of Large Language Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6d2fe52-1b51-4fe7-bde2-3294377bbf3b · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c405ac-8e3f-451a-a61a-e35529c285b7 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Parameter-Efficient Transfer Learning for NLP
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d8bb4c-5bd0-4e0d-9aac-69b397b1a778 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy -Efficient ReRAM,
Reference 9
Source-reported events for the cited work
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Observation 168e76b8-0b88-41ca-94dd-3ef5f0fefc45 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Architectures and Circuits for Analog -memory-based Hardware Accelerators for Deep Neural Networks,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a2375e67-5ad4-4d37-b762-2875af6ff623 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures On Endurance of Processing in (Nonvolatile) Memory,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5c27eb91-eac3-4ee4-b77e-ca4237d4110b · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures X -Former: In- Memory Acceleration of Transformers,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f255cabe-4cdd-420c-afc1-8801e4946a08 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Noise Injection Adaption: End -to-End ReRAM Crossbar Non-ideal Effect Adaption for Neural Network Mapping,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 90e73415-dc8d-4947-a7da-5703e7d18abe · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Temperature -Resilient RRAM -Based In -Memory Computing for DNN Inference,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d1051442-6691-447d-a476-138e8a36c07d · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Fault -Free: A Framework for Analysis and Mitigation of Stuck -at-Fault on Realistic ReRAM -Based DNN Accelerators,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 45a866b3-18dd-44e5-b14a-c3482e53db50 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Long live TIME: Improving lifetime for training -in- memory engines by structured gradient sparsification,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 60d022da-fb00-4117-be61-f1b76d2f97ea · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures In -datacenter performance analysis of a tensor processing unit.,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b4d97b64-c960-48b9-95e1-91207dbc4d7c · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c0fdcda-3b4f-4317-918a-ac22ee9eb833 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures A survey of architectural approaches for improving GPGPU performance, programmability and heterogeneity,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c346e023-3ef8-463b-bac5-366fee842bec · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures ISAAC: a convolutional neural network accelerator with in -situ analog arithmetic in crossbars.,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c2ad91cb-6f7a-4fb9-a154-ee104ba7c076 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures ReTransformer: ReRAM -based Processing-in-Memory Architecture for Transformer Acceleration,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a562f99a-a5a9-44af-81d0-a0dbc55a0625 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures AccelTran: A Sparsity -Aware Accelerator for Dynamic Inference with Transformers,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 99d5c5d9-f86a-4aed-bbe8-8316cced879a · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures A Framework for Accelerating Transformer-Based Language Model on ReRAM -Based Architecture,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cd37129c-1cbe-49da-a750-ed8dc1cfd26a · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures FTRANS: Energy -Efficient Acceleration of Transformers Using FPGA,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 485262b5-0bc6-4e47-82f4-9d0c9da6fe3a · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures TransPIM: A Memory-based Acceleration via Software -Hardware Co -Design for Transformer,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4636719f-7379-44fa-8410-ae518f10e874 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures HAIMA: A Hybrid SRAM and DRAM Accelerator -in- Memory Architecture for Transformer,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 79c7dbd1-f023-438f-b2c7-3d21844d6d40 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures H3D -Transformer: A Heterogeneous 3D (H3D) Computing Platform for Transformer Model Acceleration on Edge Devices,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5175206a-fb3a-41cb-aa51-47be8e2f9685 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures SwiftTron: An efficient hardware accelerator for quantized transformers,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e50608dc-09f9-472b-bbd2-f233c8b6b520 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Prefix-Tuning: Optimizing Continuous Prompts for Generation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47ec187b-fee5-4d25-a061-58d6168ffdd6 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc05e335-411b-4858-b053-19d4125f24fc · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures BitFit: Simple Parameter- efficient Fine-tuning for Transformer-based Masked Language-models,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13124ae9-50c6-453a-ad39-a12998b972c0 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures A systematic methodology for characterizing scalability of DNN accelerators using SCALE-sim,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f365439c-6ca2-4cc6-96f3-2edd978b79af · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Small Pitch, High Aspect Ratio Via -Last TSV Module,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 631e8974-2c85-4107-88d3-0d53a2d720ea · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures System on integrated chips (SoIC(TM) for 3D heterogeneous integration,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e1b84290-001d-4979-bda6-84af462d95cc · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures 3D Packaging for Heterogeneous Integration,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3f46f603-84a6-4707-a307-c4d5b52752d9 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures An Overview of the Development of a GPU with Integrated HBM on Silicon Interposer,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 621d3e7c-56d0-45aa-b42d-2377d44a2687 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures https://ddr-phy.org/,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 325bb812-703d-4437-9ea4-3f98344e4373 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0417ff11-7fe2-4433-82fc-3b7633ee5dba · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 997c0b8d-e793-44a5-92df-69837469eef7 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Demystifying 3D ICs: the pros and cons of going vertical,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d9d94566-870c-4def-a5ed-d86b7401f886 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures An overview of through-silicon-via technology and manufacturing challenges,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e3f95635-d0b3-45ec-b1de-4985c1625035 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Florets for Chiplets: Data Flow -aware High - Performance and Energy -efficient Network -on-Interposer for CNN Inference Tasks,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5f754dd8-36d3-4a6b-9c19-7efcb55dcf79 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures A Survey of Design and Optimization for Systolic Array - based DNN Accelerators,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e8dc9f2c-94ec-4702-896d-390e59653968 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures 8-bit Optimizers via Block-wise Quantization
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 723aa4a0-6716-4f7f-8f0d-56d8054e724e · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3371ec60-4deb-4c68-8256-fd79bf658bed · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures SQuAD: 100,000+ Questions for Machine Comprehension of Text
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44cdd50a-c278-4c17-94e1-8ae0b7df8220 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures DNN+NeuroSim V2.0: An end -to-end benchmarking framework for compute -in-memory accelerators for on -chip training,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5387f648-941c-47bd-aa35-e8740c98809c · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Detailed and Flexible Cycle-Accurate Network-on-Chip Simulator,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d3c34763-2590-4893-b43d-4bd0ce19fde4 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures https://huggingface.co/docs/peft/en/index,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a76e4e69-360e-4a79-af87-0bf741cc1e31 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Cost analysis and cost-driven IP reuse methodology for SoC design based on 2.5D/3D integration,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d393243d-56f4-46d7-bc88-5838ac1e5abf · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Temperature - and Cost-Aware Design of 3D Multiprocessor Architectures,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cd57d947-d27b-403e-b265-c7afeee073bd · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Cost Modeling and Analysis of TSV and Contactless 3D-ICs,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 83d51ef1-df9f-4e9a-9655-3e5db5815628 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Cost and Thermal Analysis of High -Performance 2.5D and 3D Integrated Circuit Design Space,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 21335bd2-5190-4a37-b544-8c758fb90143 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures NeFT: Negative Feedback Training to Improve Robustness of Compute-In-Memory DNN Accelerators
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b518d8ce-3036-4985-bab2-5f1f1efe0b84 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Multi -objective optimization of ReRAM crossbars for robust DNN inferencing under stochastic noise,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f7193338-624b-4808-9510-4cd89931fcba · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Improving the robustness of analog deep neural networks through a Bayes -optimized noise injection approach,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a3bfc6d-dc2f-482f-91a5-05cc8bd53975 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3D Architecture,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 348f180a-2033-4567-bd21-16e4ad6c6054 · outbound
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures Newton: A DRAM -maker’s Accelerator -in-Memory (AiM) Architecture for Machine Learning,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.