Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity | Paper Citation Record

Observation bda3bb5a-1431-49f6-9535-22cf7cd0ed35 · outbound

This paper cites Privformer: Privacy-preserving transformer with mpc,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Privformer: Privacy-preserving transformer with mpc,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.177577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df184eb-a1f0-44a5-ace7-d43dd320ffab · outbound

This paper cites The Falcon Series of Open Language Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity The Falcon Series of Open Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.183222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b715bd2a-4d56-497e-99d5-c47b74e75469 · outbound

This paper cites Exposure notification privacy-preserving analyt- ics (enpa) white paper,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Exposure notification privacy-preserving analyt- ics (enpa) white paper,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.188629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea4811f-175d-4fe6-af9d-b9f48e8384a1 · outbound

This paper cites Oblivious linear group actions and applications,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Oblivious linear group actions and applications,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.194043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a0e523-cc98-4a5e-bc6d-9a693ea4ed02 · outbound

This paper cites Program Synthesis with Large Language Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Program Synthesis with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.198991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f504bc4-f179-45f8-8271-bc75b2d4fe91 · outbound

This paper cites Qwen Technical Report.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Qwen Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.204238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84243711-09e5-4603-81c3-110b0b488953 · outbound

This paper cites Efficient multiparty protocols using circuit randomiza- tion,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Efficient multiparty protocols using circuit randomiza- tion,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.211764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63505871-2d6e-408c-bd52-b5faa9dae711 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.217292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ade27f-2d91-4e85-b75a-a5da76d869d3 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Piqa: Reasoning about physical commonsense in natural language,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.224609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1689214-aee0-44aa-9ede-cadaae30f2af · outbound

This paper cites Sparsity and privacy in secret sharing: A fundamental trade-off,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Sparsity and privacy in secret sharing: A fundamental trade-off,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.229824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be7c319-24c8-477a-99cf-6acfea6de2aa · outbound

This paper cites Safeguarding cryptographic keys,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Safeguarding cryptographic keys,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.234541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d01c23f-6d9f-4cd9-98de-ceab8b28e9ee · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity On the Opportunities and Risks of Foundation Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.239236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6389bf30-1d7d-4cb0-933b-b8359902ea53 · outbound

This paper cites Language models are few-shot learners,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Language models are few-shot learners,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.244994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0090b4d4-1717-41ff-8223-ce60625c02bf · outbound

This paper cites Flash: fast and ro- bust framework for privacy-preserving machine learning,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Flash: fast and ro- bust framework for privacy-preserving machine learning,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.252471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 797c0f6a-1f1a-464e-84f0-5e4a2d85678e · outbound

This paper cites Universally composable security: A new paradigm for cryptographic protocols,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Universally composable security: A new paradigm for cryptographic protocols,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.257699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe3b3860-2c2d-4390-a97f-595d913ff38e · outbound

This paper cites Membership inference attacks from first principles,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Membership inference attacks from first principles,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.265949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305d025e-4b47-4743-bd57-36bbf9c02268 · outbound

This paper cites Data distributional properties drive emergent in-context learning in transformers,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Data distributional properties drive emergent in-context learning in transformers,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.271057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed79258c-2ede-4fde-b528-e954539d22b4 · outbound

This paper cites {SIMC}:{ML} inference secure against malicious clients at{Semi- Honest} cost,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity {SIMC}:{ML} inference secure against malicious clients at{Semi- Honest} cost,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.277196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de2a537-0637-4c19-93ea-786c1a4b420a · outbound

This paper cites Secret-shared shuffle,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Secret-shared shuffle,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.282093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01882546-abbb-4a65-86ed-e800b42e45f6 · outbound

This paper cites Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.287416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 885c23b5-2b39-4997-a8ad-0e3569d8d1c0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Evaluating Large Language Models Trained on Code

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.292556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92750d29-ae7e-48ce-964f-346bdfaa00cf · outbound

This paper cites THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.297530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05c557c-7118-4643-b6e7-d8e9b3c9221f · outbound

This paper cites Securetlm: Private inference for transformer-based large model with mpc,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Securetlm: Private inference for transformer-based large model with mpc,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.302487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d97e4176-8fef-4111-acff-7d769731257e · outbound

This paper cites An efficient secure three-party sorting protocol with an honest majority,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity An efficient secure three-party sorting protocol with an honest majority,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.308704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199e726b-a23f-4950-bfdb-6870a02ba29f · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.313526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3587771-7122-40e3-8e2f-ff1c85b79bfc · outbound

This paper cites Cramer, I.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Cramer, I

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.319219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb07f56-abcc-4b90-85ad-5f8317d42645 · outbound

This paper cites Exploiting data sparsity in secure cross-platform social recommendation,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Exploiting data sparsity in secure cross-platform social recommendation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.324317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b8caaa-6502-4bca-801c-b030f456e456 · outbound

This paper cites Bert: Pre- training of deep bidirectional transformers for language understand- ing,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Bert: Pre- training of deep bidirectional transformers for language understand- ing,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.329906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bceb4c-b998-44ae-a15d-060ec2078d2b · outbound

This paper cites torch.sparse.mm,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity torch.sparse.mm,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.335402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f502ad2-b8ca-4d42-bb3b-1247d7ebdf5e · outbound

This paper cites Puma: Secure inference of llama- 7b in five minutes,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Puma: Secure inference of llama- 7b in five minutes,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.340105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f1a49be-8d32-43ea-b352-e23573c275ff · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.344930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca10b54a-8f6f-4ed4-9a60-168a5dfa803d · outbound

This paper cites How to play any mental game, or a completeness theorem for protocols with honest majority,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity How to play any mental game, or a completeness theorem for protocols with honest majority,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.742482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55a6b728-3ff5-4ffe-b0cf-11cefd602f7d · outbound

This paper cites The Llama 3 Herd of Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity The Llama 3 Herd of Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.355777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c3c2bfd-a3af-4e15-89e1-04fcbee89cb2 · outbound

This paper cites Sigma: Secure gpt inference with function secret sharing,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Sigma: Secure gpt inference with function secret sharing,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.707288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9b50943-9aec-4680-a211-b8c87363f963 · outbound

This paper cites Iron: Private inference on transformers,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Iron: Private inference on transformers,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.678095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d35487b5-209f-419a-bf56-5237414a9801 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Measuring Massive Multitask Language Understanding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.373771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91957270-15e7-47f4-b0c7-1063129e6d10 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Gaussian Error Linear Units (GELUs)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.378726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9b0353f-accb-4a18-a33b-4048dd211008 · outbound

This paper cites Ci- phergpt: Secure two-party gpt inference,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Ci- phergpt: Secure two-party gpt inference,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.656299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88373792-ca2b-4056-98ba-a780a38068af · outbound

This paper cites Mixtral of Experts.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Mixtral of Experts

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.389323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 760dea99-e279-44d3-8513-d67cd9c38dcd · outbound

This paper cites Secure multi-party differential privacy,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Secure multi-party differential privacy,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.633695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94e5f8c2-1d8b-4be3-a51e-5026df6f64ed · outbound

This paper cites Mascot: faster malicious arith- metic secure computation with oblivious transfer,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Mascot: faster malicious arith- metic secure computation with oblivious transfer,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.607970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3dce2520-0163-489e-827f-ac902e976602 · outbound

This paper cites Crypten: Secure multi-party computation meets machine learning,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Crypten: Secure multi-party computation meets machine learning,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.404436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f378a8-0510-4d17-b40d-3678acf77887 · outbound

This paper cites Cryptflow: Secure tensorflow inference,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Cryptflow: Secure tensorflow inference,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.560212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f527b11-e8a9-4ee1-90af-7803f7f31bfd · outbound

This paper cites Round-efficient oblivious database manipulation,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Round-efficient oblivious database manipulation,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.520371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 78bd86a8-a53f-4d50-b5c7-0c454a209eff · outbound

This paper cites Bloom: A 176b-parameter open-access multilingual language model,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Bloom: A 176b-parameter open-access multilingual language model,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.495558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8a6ac55-2d6d-4c69-90cd-8a4a072de875 · outbound

This paper cites Muse: Secure inference resilient to malicious clients,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Muse: Secure inference resilient to malicious clients,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.464138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9046b03-88b8-476c-be4e-58c5013145b2 · outbound

This paper cites MPCFormer: fast, performant and private Transformer inference with MPC.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity MPCFormer: fast, performant and private Transformer inference with MPC

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.440677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d66cc8-fd72-493e-bfc3-65de8d8e948b · outbound

This paper cites A Survey on Large Language Model Acceleration based on KV Cache Management.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity A Survey on Large Language Model Acceleration based on KV Cache Management

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.446038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d0a035-a718-4b95-a462-8efa48ff9d5e · outbound

This paper cites StarCoder: may the source be with you!.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity StarCoder: may the source be with you!

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.451024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70aa8abd-5c16-4e45-a408-2535a4822c89 · outbound

This paper cites Privacy-preserving feature selection with secure multiparty computation,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Privacy-preserving feature selection with secure multiparty computation,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.426182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e493d1c7-ce9e-442b-908a-24480664ab9e · outbound

This paper cites Backdoor learning: A survey,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Backdoor learning: A survey,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.392326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1438d45b-527d-4d12-a0da-6bad59422f07 · outbound

This paper cites The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.468222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805b589e-0e5e-4e7c-9142-466157ef57ed · outbound

This paper cites Holistic Evaluation of Language Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Holistic Evaluation of Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.477942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318f2d12-7f0c-42b1-92ee-9fdf711ef197 · outbound

This paper cites Merge: Fast private text generation,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Merge: Fast private text generation,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.358274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 339cd7e6-9fe7-4ede-9913-e780d9992c90 · outbound

This paper cites How to simulate it–a tutorial on the simulation proof technique,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity How to simulate it–a tutorial on the simulation proof technique,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.491856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8fcc874-6fca-492c-990b-2bb75cb99c9c · outbound

This paper cites LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.500231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a1eac8-5598-49a3-a874-e5818e2ad6c0 · outbound

This paper cites Deja vu: Contextual sparsity for efficient llms at inference time,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Deja vu: Contextual sparsity for efficient llms at inference time,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.508090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ffa48f2-a2a0-464d-b859-02a2e8579872 · outbound

This paper cites Bumblebee: Secure two-party inference framework for large transformers,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Bumblebee: Secure two-party inference framework for large transformers,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.295060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation adf1f8dc-ff70-4165-9611-ef57fb10558c · outbound

This paper cites SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.521410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac823991-4f68-45dc-a010-f12c3c8d6b5b · outbound

This paper cites Accelerating relu for mpc-based private in- ference with a communication-efficient sign estimation,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Accelerating relu for mpc-based private in- ference with a communication-efficient sign estimation,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.271985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf1058de-f96f-4051-ad3f-e28f7a5b7b62 · outbound

This paper cites Pointer Sentinel Mixture Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Pointer Sentinel Mixture Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.533460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81e1656c-ca79-48f9-b5c5-d40fd508f883 · outbound

This paper cites ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.539608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b55a3f87-fa44-4060-a2ac-a21d63f1a2ce · outbound

This paper cites Aby3: A mixed protocol framework for machine learning,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Aby3: A mixed protocol framework for machine learning,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.245438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b65dfa4-0ec5-426a-97f0-c5b0c23bb0f0 · outbound

This paper cites Secure multi-party shuffling,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Secure multi-party shuffling,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.225126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2a90909-1626-4272-88c0-8835c3ede795 · outbound

This paper cites Powering secure computation, together,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Powering secure computation, together,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.180575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b882c6a-90fe-4217-8baf-9fcc93074261 · outbound

This paper cites Rectified linear units improve restricted boltzmann machines,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Rectified linear units improve restricted boltzmann machines,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.159872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e6886c6-ac41-49c9-bb1e-8fa5ccd9bdf7 · outbound

This paper cites Public-key cryptosystems based on composite degree residuosity classes,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Public-key cryptosystems based on composite degree residuosity classes,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.136395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f01b243-3dbc-4b93-9f5f-51898ce35e50 · outbound

This paper cites Bolt: Privacy-preserving, accurate and efficient inference for transformers,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Bolt: Privacy-preserving, accurate and efficient inference for transformers,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.109404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae2fed8c-bcfe-403f-84ce-fa9063bccb5b · outbound

This paper cites The LAMBADA dataset: Word prediction requiring a broad discourse context.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity The LAMBADA dataset: Word prediction requiring a broad discourse context

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.579762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5cf4f3-ab32-4f9b-90a0-b985f16f52bc · outbound

This paper cites BLAZE: Blazing Fast Privacy-Preserving Machine Learning.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity BLAZE: Blazing Fast Privacy-Preserving Machine Learning

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.585382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c60e80a-9933-4a1d-9032-2d54b9fbf098 · outbound

This paper cites Language models are unsupervised multitask learners,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Language models are unsupervised multitask learners,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.087860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3628258-348c-4d8c-98a2-1200ec2191f7 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.598673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 999bfb4c-e758-4ac5-9e82-6eff9e5d1392 · outbound

This paper cites Chameleon: A hybrid secure computation framework for machine learning applications,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Chameleon: A hybrid secure computation framework for machine learning applications,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.048495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 63fa3a97-8eee-42fc-afb5-749bceb93c10 · outbound

This paper cites Choice of plausi- ble alternatives: An evaluation of commonsense causal reasoning.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Choice of plausi- ble alternatives: An evaluation of commonsense causal reasoning

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:14.027476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b83f1d6c-4a19-42ec-99a5-fd37d6a2334e · outbound

This paper cites Make some room for the zeros: Data sparsity in secure distributed machine learning,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Make some room for the zeros: Data sparsity in secure distributed machine learning,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:13.993429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation abf2b4ed-f800-4132-8c98-0b8302f18feb · outbound

This paper cites How to share a secret,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity How to share a secret,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.625240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b194ac11-6c81-42ce-9524-037f3f35097b · outbound

This paper cites GLU Variants Improve Transformer.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity GLU Variants Improve Transformer

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.630331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af531568-c37e-4ab4-bf96-6c439889b5fd · outbound

This paper cites Deep learning inference service at microsoft,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Deep learning inference service at microsoft,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:13.947345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bbd05dbd-3b62-4f6b-91a4-640997bc0d22 · outbound

This paper cites ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.641415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47e59546-45e0-4af0-b64c-bc218324b726 · outbound

This paper cites PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.648081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4f7469-4135-4b47-ab58-ca49f2de1bb3 · outbound

This paper cites Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.653530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d37d2a7-7385-414b-8de4-df06b7b116da · outbound

This paper cites Cryptgpu: Fast privacy- preserving machine learning on the gpu,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Cryptgpu: Fast privacy- preserving machine learning on the gpu,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.660259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51fe104d-bb28-480e-9cb0-4a41bd974d39 · outbound

This paper cites Stanford alpaca: An instruction- following llama model,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Stanford alpaca: An instruction- following llama model,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.667927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc7963d-fce2-4738-ad29-7a08d68f4d5d · outbound

This paper cites Depth-first search and linear graph algorithms,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Depth-first search and linear graph algorithms,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.673998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9894725-f265-44f7-88b9-c1703d6b0132 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Gemma: Open Models Based on Gemini Research and Technology

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.679111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb738f9a-0e4e-452c-b9c0-14f4e785659e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.684457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3027eb4c-39d0-4683-a46f-a01908cd4c78 · outbound

This paper cites Attention is all you need,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Attention is all you need,

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.690252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a49203-ac74-45f1-9f80-ac1a498e98c4 · outbound

This paper cites Securenn: 3-party secure computation for neural network training,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Securenn: 3-party secure computation for neural network training,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:13.826235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0836e579-ee30-404a-8d12-ca4c86185657 · outbound

This paper cites FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.705538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd96184-c2c6-47cf-ba13-71d3a6c0b30b · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.712808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e19ba29-fcf0-44d0-873c-87c3223b1c9a · outbound

This paper cites Q-Sparse: All Large Language Models can be Fully Sparsely-Activated.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Q-Sparse: All Large Language Models can be Fully Sparsely-Activated

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.718219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2ff1c2-b0cb-457a-8334-24c32dc1a2eb · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.723245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12452f72-deff-4b67-99ba-9cb5f56a4f7d · outbound

This paper cites Distilling Script Knowledge from Large Language Models for Constrained Language Planning.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Distilling Script Knowledge from Large Language Models for Constrained Language Planning

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.728191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb88d953-7e0f-4b82-82c5-7c1dfd2a3bca · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity OPT: Open Pre-trained Transformer Language Models

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.733413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d62810d-b1e0-4157-b886-25d8419530a5 · outbound

This paper cites ReLU$^2$ Wins: Discovering Efficient Activation Functions for Sparse LLMs.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity ReLU$^2$ Wins: Discovering Efficient Activation Functions for Sparse LLMs

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.738549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5027863d-7ab2-4df7-9be7-33d845f2c6b2 · outbound

This paper cites R-sparse: Rank-aware activation sparsity for efficient llm inference,.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity R-sparse: Rank-aware activation sparsity for efficient llm inference,

Reference 96

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:26:13.797840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd313f48-e351-4b88-b97c-21ef5a08fb11 · outbound

This paper cites 0” are flipped to “1.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity 0” are flipped to “1

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:26:13.773616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf153901-f8b0-49a0-bb03-b3322ad2a5a0 · outbound

This paper cites an unresolved cited work.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:26:13.727974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 82a05db5-1b20-464e-992a-b2e5e72a186f · outbound

This paper cites an unresolved cited work.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:26:13.693429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f692d4cc-0320-4c2f-a56f-883e49171df9 · outbound

This paper cites an unresolved cited work.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:26:13.659408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers