Kirill Pshinnik

kpshinnik

AI & ML interests

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Recent Activity

updated a Space 2 days ago

kpshinnik/repro-routing-and-reasoned-evaluation-with-large-language-models

published a Space 2 days ago

kpshinnik/repro-routing-and-reasoned-evaluation-with-large-language-models

updated a bucket 2 days ago

kpshinnik/repro-routing-and-reasoned-evaluation-with-large-language-models-artifacts

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kpshinnik 's collections 11

R2Eval ICML 2026 Reproduction

Reproduction of Routing and Reasoned Evaluation with LLMs (OpenReview d0dDhLR19Y).

kpshinnik/repro-r2eval-routing-eval-bundle

Viewer • Updated 2 days ago • 112 • 7 • 1
lmsys/mt_bench_human_judgments

Viewer • Updated Jul 20, 2023 • 5.76k • 2.45k • 147

Repro: RL for Tool-Calling Agents in FHIR

ICML 2026 #33573 (OpenReview Ep6EcExLIY) reproduction: bundle dataset + Trackio logbook.

kpshinnik/repro-fhir-rl-tool-calling

Updated 4 days ago • 6

Repro: Test-Time Detoxification (TIDE, ICML26)

Reproduction artifacts for ICML 2026 paper eiNZbsYGJv (TIDE test-time detoxification).

kpshinnik/repro-tide-detox-bundle

Preview • Updated 4 days ago • 6
Running

Reproduction: Test-Time Detoxification without Training or Learning Anything

🎯

Explore and manage research logbooks with agent collaboration

SigMa ICML 2026 Reproduction

Reproduction of sigma: Sigmoid Modulation for Ultra High Resolution Diffusion (OpenReview 47JZSOkw5C).

kpshinnik/repro-sigma-bundle

Viewer • Updated 4 days ago • 9 • 5
black-forest-labs/FLUX.1-Krea-dev

Text-to-Image • 12B • Updated Jul 31, 2025 • 17.5k • • 885

Repro: Marginal Value of a Search Ad (ICML26)

Reproduction artifacts for ICML 2026 paper UflglraWRa (SPA search-ad causal bidding).

kpshinnik/repro-spa-search-ad-bundle

Preview • Updated 4 days ago • 5

WIRE Reproduction (ICML 2026)

Independent reproduction of WIRE / Rotary Position Encodings for Graphs (arXiv:2509.22259).

Running

Repro - Rotary Position Encodings for Graphs

🌀

Log and share research notes via an interactive web notebook
Rotary Position Encodings for Graphs

Paper • 2509.22259 • Published Sep 26, 2025

Spectra Reproduction (ICML 2026)

Independent reproduction of Spectra (arXiv:2602.11185): optimizer memory & complexity claims.

Running

Reproduction: Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

🎯

Explore and sync research logbook with your AI agent
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

Paper • 2602.11185 • Published Jan 30

DANCE Reproduction (ICML 2026, YhEWC2HiJl)

Local reproduction of DANCE federated TAG condensation.

kpshinnik/repro-dance-bundle

Viewer • Updated 4 days ago • 10 • 6
Running

Reproduction: DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs

🎯

Explore research logbook and sync findings with an AI agent

SPLIT-VLM Reproduction (ICML 2026, Elm4TdaXi0)

Local reduced-scale reproduction of SPLIT-VLM token dropping for LLaVA-1.5-7B.

kpshinnik/split-vlm-repro-bundle

Updated 4 days ago • 5 • 1
Running

Repro - SPLIT-VLM: Salience-Guided Partitioning towards Local Coverage for Importance-Aware Token Dropping in Vision-Language Models

🎯

Collaborate on project logs with an AI coding agent

PrivAct Reproduction (ICML 2026)

Artifacts for the PrivAct reproduction: harness, results, logs, poster.

SALT-NLP/PrivacyLens

Viewer • Updated Sep 4, 2024 • 493 • 596 • 6
PrivAct: Internalizing Contextual Privacy Preservation via Multi-Agent Preference Training

Paper • 2602.13840 • Published Feb 14 • 1

Repro: FW Lower Bounds on Strongly Convex Sets

ICML 2026 #18157 (OpenReview 3KX1xU2bCC) reproduction: bundle dataset + Trackio logbook.

kpshinnik/repro-fw-lower-bounds

Viewer • Updated 4 days ago • 5 • 5 • 1

R2Eval ICML 2026 Reproduction

Reproduction of Routing and Reasoned Evaluation with LLMs (OpenReview d0dDhLR19Y).

kpshinnik/repro-r2eval-routing-eval-bundle

Viewer • Updated 2 days ago • 112 • 7 • 1
lmsys/mt_bench_human_judgments

Viewer • Updated Jul 20, 2023 • 5.76k • 2.45k • 147

Spectra Reproduction (ICML 2026)

Independent reproduction of Spectra (arXiv:2602.11185): optimizer memory & complexity claims.

Running

Reproduction: Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

🎯

Explore and sync research logbook with your AI agent
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

Paper • 2602.11185 • Published Jan 30

Repro: RL for Tool-Calling Agents in FHIR

ICML 2026 #33573 (OpenReview Ep6EcExLIY) reproduction: bundle dataset + Trackio logbook.

kpshinnik/repro-fhir-rl-tool-calling

Updated 4 days ago • 6

DANCE Reproduction (ICML 2026, YhEWC2HiJl)

Local reproduction of DANCE federated TAG condensation.

kpshinnik/repro-dance-bundle

Viewer • Updated 4 days ago • 10 • 6
Running

Reproduction: DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs

🎯

Explore research logbook and sync findings with an AI agent

Repro: Test-Time Detoxification (TIDE, ICML26)

Reproduction artifacts for ICML 2026 paper eiNZbsYGJv (TIDE test-time detoxification).

kpshinnik/repro-tide-detox-bundle

Preview • Updated 4 days ago • 6
Running

Reproduction: Test-Time Detoxification without Training or Learning Anything

🎯

Explore and manage research logbooks with agent collaboration

SPLIT-VLM Reproduction (ICML 2026, Elm4TdaXi0)

Local reduced-scale reproduction of SPLIT-VLM token dropping for LLaVA-1.5-7B.

kpshinnik/split-vlm-repro-bundle

Updated 4 days ago • 5 • 1
Running

Repro - SPLIT-VLM: Salience-Guided Partitioning towards Local Coverage for Importance-Aware Token Dropping in Vision-Language Models

🎯

Collaborate on project logs with an AI coding agent

SigMa ICML 2026 Reproduction

Reproduction of sigma: Sigmoid Modulation for Ultra High Resolution Diffusion (OpenReview 47JZSOkw5C).

kpshinnik/repro-sigma-bundle

Viewer • Updated 4 days ago • 9 • 5
black-forest-labs/FLUX.1-Krea-dev

Text-to-Image • 12B • Updated Jul 31, 2025 • 17.5k • • 885

PrivAct Reproduction (ICML 2026)

Artifacts for the PrivAct reproduction: harness, results, logs, poster.

SALT-NLP/PrivacyLens

Viewer • Updated Sep 4, 2024 • 493 • 596 • 6
PrivAct: Internalizing Contextual Privacy Preservation via Multi-Agent Preference Training

Paper • 2602.13840 • Published Feb 14 • 1

Repro: Marginal Value of a Search Ad (ICML26)

Reproduction artifacts for ICML 2026 paper UflglraWRa (SPA search-ad causal bidding).

kpshinnik/repro-spa-search-ad-bundle

Preview • Updated 4 days ago • 5

Repro: FW Lower Bounds on Strongly Convex Sets

ICML 2026 #18157 (OpenReview 3KX1xU2bCC) reproduction: bundle dataset + Trackio logbook.

kpshinnik/repro-fw-lower-bounds

Viewer • Updated 4 days ago • 5 • 5 • 1

WIRE Reproduction (ICML 2026)

Independent reproduction of WIRE / Rotary Position Encodings for Graphs (arXiv:2509.22259).

Running

Repro - Rotary Position Encodings for Graphs

🌀

Log and share research notes via an interactive web notebook
Rotary Position Encodings for Graphs

Paper • 2509.22259 • Published Sep 26, 2025

Kirill Pshinnik

AI & ML interests

Recent Activity

Organizations

kpshinnik 's collections 11

Reproduction: Test-Time Detoxification without Training or Learning Anything

Repro - Rotary Position Encodings for Graphs

Reproduction: Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

Reproduction: DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs

Repro - SPLIT-VLM: Salience-Guided Partitioning towards Local Coverage for Importance-Aware Token Dropping in Vision-Language Models

Reproduction: Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

Reproduction: DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs

Reproduction: Test-Time Detoxification without Training or Learning Anything

Repro - SPLIT-VLM: Salience-Guided Partitioning towards Local Coverage for Importance-Aware Token Dropping in Vision-Language Models

Repro - Rotary Position Encodings for Graphs