Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:26:11.262338Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 2 inbound Pith citation observations for arXiv:2501.09767.
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 2026-08-10T20:26:11.262338Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T18:10:34.962717Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
78 of 78 outbound references displayed
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 851ec133-aaff-4e64-9ce3-60bd6a6deef9 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 054de09c-8099-48e3-a31f-cb7398398c06 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Deep Learning using Rectified Linear Units (ReLU)
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93b6cdab-ac08-4d22-969a-53dac9da15a7 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Jiang, Jia Deng, Stella Biderman, and Sean Welleck
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d30c4b63-484e-4af6-8034-2c46b7e019bd · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LongAlign: A recipe for long context alignment of large language mod- els
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1a9cd77d-c593-48e5-8f45-9e06db62cc67 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b9984e0-c1da-4af4-adfb-6f3bf43c7018 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Longformer: The Long-Document Transformer
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af628428-9aa9-4ab6-91cf-b558c5299e9b · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Token Merging: Your ViT But Faster
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7b3b43f-8a37-418f-9055-758c9e6f5fc2 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Language models are few-shot learn- ers
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31d3fe7d-fc79-4646-bf82-0ba9741086bb · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Actnn: Reducing training memory footprint via 2-bit activation compressed training
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9027ca35-4776-48b1-9300-c11d7d683c64 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Extending Context Window of Large Language Models via Positional Interpolation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 231dbfc4-5389-4d96-97cf-279a5c5ae6ea · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Training Deep Nets with Sublinear Memory Cost
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a9264af-afb4-451f-a246-a5d25b41dad7 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60f6b67c-f391-4783-85e0-5c38eb55b192 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 924cdf81-b10e-4c76-8d96-7860b3556ae9 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Redpajama: an open dataset for training large language models, 2023
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb39a3c1-8d48-485f-bac8-9f8c35b0ce6c · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning FlashAttention-2: Faster attention with bet- ter parallelism and work partitioning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dcfde5a7-0614-4e4d-ad1f-766a8d63f473 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Fu, Stefano Ermon, Atri Rudra, and Christopher Ré
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f031627-7f06-4564-8166-0c1a0750901d · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning How Sparse Attention Approximates Exact Attention? Your Attention is Naturally $n^C$-Sparse
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce8ee582-57fc-4566-832b-9bcb6c3a72cc · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd8b6a42-01b7-40ba-b7c4-50f1cdc8486b · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning The Llama 3 Herd of Models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee6c6603-ab9f-46ff-ad3c-cb72b6dbad6b · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Sigmoid- weighted linear units for neural network function ap- proximation in reinforcement learning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f84c0df8-cd33-4efc-9c26-4414006873d2 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Ac-gc: Lossy activation compression with guaranteed convergence
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 40692e94-7979-4435-a261-3ab6b0f2b15f · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Data Engineering for Scaling Language Models to 128K Context
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 072c4230-16ef-4de8-86b3-f5342db38498 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Metadata Conditioning Accelerates Language Model Pre-training
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff755549-e753-46ec-a8f5-c7441ae408c9 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1817ea73-afa3-47a1-a539-c11d45690576 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Power-bert: Accelerating bert inference via progressive word-vector elimination
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 89cd592a-adde-4c9e-859a-ab01075e841b · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Autotm: Automatic tensor movement in heterogeneous memory systems using integer linear programming
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 938e2910-d0f3-413b-b89a-18b5220916e6 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Parameter- efficient transfer learning for nlp
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fc8f8f45-c715-4666-b1f0-e9528eed40bf · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LoRA: Low-Rank Adaptation of Large Language Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa60a42f-f0d8-4a1d-b34f-c72206549036 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Swapad- visor: Pushing deep learning beyond the gpu memory limit via smart swapping
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 223f3f7b-84fd-44a3-96a8-943bee97cbb8 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Mistral 7B
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5a994b4-e873-4a42-8700-6d5efc7ef278 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 445024fd-61e8-42c4-ace2-145a0aff9d15 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7590bd44-e8f6-44f2-b0cd-5dbdc891de8a · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Learned token pruning for transformers
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d148c266-9332-4bc4-a1b9-e421453d89e2 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Reducing activation re- computation in large transformer models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4acb7566-b619-4011-a876-103193a91fe5 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Efficient rematerialization for deep networks
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 11b05235-5565-414f-8f5c-2d4dd018afd6 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Inducing and exploiting activation sparsity for fast inference on deep neural networks
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 906291c4-72ef-4be2-b1bb-451e0293b6c0 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning {InfiniGen}: Efficient generative inference of large language models with dynamic {KV} cache manage- ment
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55612791-d811-4a54-b45c-cf950dfa3c00 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Prefix-Tuning: Optimizing Continuous Prompts for Generation
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e762300c-56cb-470c-8ddd-0dfcd0074f16 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Compressing Context to Enhance Inference Efficiency of Large Language Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e4f57c0-1c42-4a96-8795-75d9ee719c5d · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 152b91c8-f4e8-42e8-b2fe-6f81fb6f155d · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6615e221-b4f3-461c-999a-09eb1c494aa1 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Scaling Laws of RoPE-based Extrapolation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43785205-c3b2-4146-9e98-5b91f58a5835 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Gact: Activation com- pressed training for generic network architectures
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ea5d150-5b41-4d46-8dd4-db1f91727819 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Deja vu: Con- textual sparsity for efficient llms at inference time
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8336a961-98ff-41d4-a5ce-4f596669a0fe · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Decoupled Weight Decay Regularization
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94755501-882d-4d4d-aecb-32e096930cee · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Mixed Precision Training
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05130558-5c78-404f-8a57-111db30c7baa · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76179c4a-55b9-4d51-b47f-7766b500cc5f · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning AdapLeR: Speeding up Inference by Adaptive Length Reduction
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fe6791f9-e865-40be-af24-d5a2362939b0 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7656382f-331a-4cd0-981f-6b114a423729 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Using an llm to help with code understanding
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6c7b050-78d2-4d36-b44f-ad0b54a7130e · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning ChatGPT: Get instant answers, find creative inspiration, learn something new
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fb869894-ce15-41a6-8c18-4c63e20ee246 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning YaRN: Efficient Context Window Extension of Large Language Models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 967fa4dc-5f6b-42f7-8624-1d2c7c5c41c2 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Ca- puchin: Tensor-based gpu memory management for deep learning
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 70facd1a-ac54-43b1-9e5b-4a0de24fdb7d · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Training Large Neural Networks with Constant Memory using a New Execution Algorithm
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ec55c59-44b4-4c4e-936d-a439dee3e291 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Compressive Transformers for Long-Range Sequence Modelling
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43e77af5-07e2-47c7-90e5-a639b3f3209d · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Dynamicvit: Efficient vision transformers with dynamic token sparsification
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 50572819-c1bc-459a-b4ab-ee31a7ba646e · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Code Llama: Open Foundation Models for Code
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb0a5660-daa8-4e73-8efc-b0c2a0b7a126 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Prediction and entropy of printed english
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dfa99d78-b80f-4565-b1d3-3726e44b5db6 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Flexgen: High-throughput generative inference of large language models with a single gpu
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85bf39fa-5113-44d0-8f04-d594c101dd02 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Powerinfer: Fast large language model serving with a consumer-grade gpu
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f30f780-53fa-4119-b263-3bcee9e2b033 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb4919d3-4155-4e30-a233-284ed559b790 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LLaMA: Open and Efficient Foundation Language Models
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5578f35d-4331-49cf-954a-b5ab99935994 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6ce8941-d25b-4f28-9069-34e9f2e57a51 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Focused transformer: Contrastive training for context scaling
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f13fc7c1-d3f6-4980-b627-4716e50ebaa3 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Long expo- sure: Accelerating parameter-efficient fine-tuning for llms under shadowy sparsity
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6f824cd3-98ab-4954-abc1-d3f0b6510234 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning What is linguistic redun- dancy
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8fa498f5-b732-4338-b48f-cd774f0b0e3e · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Infllm: Training-free long-context extrap- olation for llms with an efficient context memory
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 10708ca0-81be-4672-8a61-9026eb398019 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Effective Long-Context Scaling of Foundation Models
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0469d326-ba42-4ee6-85a8-07dbd66cd639 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c15bff2e-7098-473d-8df8-36190e3fe026 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1240f1f-0db7-4ab8-a83c-596e143f2bdd · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Big bird: Transformers for longer sequences
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1677465-8242-45d7-bd5a-8eb7fef72866 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 563cc2d6-bbed-48de-888f-94e29d3af971 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f9ebaf4-9d52-4950-9189-6e6084f5e157 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning Long Context Compression with Activation Beacon
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dae989e-10de-4f5a-9638-2c19449cf7e8 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning OPT: Open Pre-trained Transformer Language Models
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11ce8898-0102-4870-9d91-13d8a1862b47 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning H2o: Heavy- hitter oracle for efficient generative inference of large language models
Reference 77
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 061d15c4-420a-4693-a9c4-a0baea27e259 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning In- former: Beyond efficient transformer for long sequence time-series forecasting
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 213b9b6b-249c-4179-8afb-ad4e6a8a3371 · outbound
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62e7ebb7-962d-4e6f-9c07-98ae118e8088 · inbound
Mosaic: Cross-Modal Clustering for Efficient Video Understanding LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6d9ddb73-e592-499c-b4d7-8abdbdb4e6ae · inbound
FlashCP: Load-Balanced Communication-Efficient Context Parallelism for LLM Training LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.