Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:14:09.777406Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2412.03718.
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 2026-08-11T22:14:09.777406Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8306716e-ddf0-4870-acf9-35f9ae7ea811 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39fed17f-ec07-4509-a14d-592cf3bcbec8 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Model-based reinforcement learning for biological sequence design
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9edfbe02-d803-484c-8cfe-87c4ed08df56 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Sms-emoa: Multiobjective selection based on dominated hypervolume
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e227ea0e-11dd-49f7-9c31-b7509cf1b4db · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Bidirectional learning for offline infinite-width model-based optimization
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 75d678ce-aabd-42b3-bab9-43ea0bd21e7c · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Parallel-mentoring for offline model-based optimization
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 08a2f3c7-7502-4c24-b2e7-e6b3f14bf268 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Bidirectional learning for offline model-based biological sequence design
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 858dd651-311c-4de5-94d9-ebb7246dd7ee · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Structure-aware protein self-supervised learning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 06d6482c-3556-4452-b24e-450068b6eed3 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Robust guided diffusion for offline black-box optimization
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation aec64440-6deb-49fd-bd8e-acf6857a9983 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Gradnorm: Gradient normalization for adaptive loss balancing in deep multitask networks
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9c37983e-fea7-477d-bb5d-553129c80aec · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Normal-boundary intersection: A new method for generating the pareto surface in nonlinear multicriteria optimization problems
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e33c5a24-fc09-4831-b4e5-c96e82da6bfd · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Hypervolume knowledge gradient: a lookahead approach for multi-objective bayesian optimization with partial information
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2f8d5ec1-45fc-4716-be73-c230c51b1b7c · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Differentiable expected hypervolume improvement for parallel multi-objective bayesian optimization
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3a30d56c-d82c-4f96-be9a-fbca2c46670b · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Parallel bayesian optimization of multiple noisy objectives with expected hypervolume improvement
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d2e1a1ef-d495-48eb-b727-9e58b1e86633 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, part i: solving problems with box constraints
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f7b92bbe-f00e-4921-8813-03936e9ee838 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization A fast and elitist multiobjective genetic algorithm: Nsga-ii
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4b3e234e-4c8f-4f7d-8047-2f572405a24d · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Diffusion models beat gans on image synthesis
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 18fff644-dac5-4127-b8d3-26ff700b50f7 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ee75754-63de-4565-9890-716698ce82a0 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Portfolio selection, handbook of finance, 2008
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1128836f-8ecd-47b1-a06c-7e0ae508b660 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Protgpt2 is a deep unsupervised language model for protein design
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f9fced8b-8ac2-4389-b4a9-d86a7939aef8 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Offline model-based optimization via normalized maximum likelihood estimation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8af1c650-2ee1-4f6a-9e95-4ce7db17e455 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Protein design with guided discrete diffusion
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e54e8899-a604-4d79-9c5c-c9197dbb1121 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Training-free multi-objective diffusion model for 3d molecule generation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6f4cfa73-86a1-4c95-98e4-dea0cea80c3e · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Minimal riesz energy point configurations for rectifiable d-dimensional manifolds
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f1b20740-8330-4078-823c-9bff5c8fa425 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Joint entropy search for maximally-informed bayesian optimization
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cfc25cb3-de00-4c3c-8429-f5c4482e047e · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Multi-objective gflownets
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7c9e62c0-7c17-490d-9400-b6fcc34e4b48 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization General binding affinity guidance for diffusion models in structure-based drug design
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3cc22f6-96bc-4f81-acd3-a86ecee79773 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Multi-objective online learning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fb57c683-bc16-4a66-9654-2f90f1795807 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Adam: A Method for Stochastic Optimization
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07598f7c-9fc9-4e3e-bbe5-ba7072a2f646 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Stochastic differential equations
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e69456ba-84ec-4377-ba41-8706f17ec3f1 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Diffusion models as constrained samplers for optimization with unknown constraints
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c5fd0fb-fe56-4373-889e-c8ba84126a56 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Voicebox: Text-guided multilingual universal speech generation at scale
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e68b5a3f-7308-4b41-967c-378cfd3e6c7d · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Exploring chemical space with score-based out-of-distribution generation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0c76aed7-d458-468d-87bf-10e7d1ffa1b7 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cee39b8-1622-4b34-9547-da8f55d9112b · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Evolutionary-scale prediction of atomic-level protein structure with a language model
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 62ab7772-ec17-4691-af5d-b570322ffd65 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Flow Matching for Generative Modeling
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8c661bb-4244-4f80-9aa3-74fbecb6f02b · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Neural architecture search as multiobjective optimization benchmarks: Problem formulation and performance assessment
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 538027ef-8485-4aec-abb7-48b12dad4aa0 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization A survey of weight vector adjustment methods for decomposition-based multiobjective evolutionary algorithms
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7a589952-a5d2-4f85-ae1e-9a7cc873038e · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb56bf5-0917-4b2e-82fa-0ae1f3c82c57 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Multisample Flow Matching: Straightening Flows with Minibatch Couplings
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f8ffd0b-7c42-43ca-8fbc-6310687856c0 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Data-driven offline decision-making via invariant representation learning
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4492ff90-46b6-4409-8189-21319f2d7a94 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization \ PF \ ^2 es: parallel feasible pareto frontier entropy search for multi-objective bayesian optimization
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fe444b9c-bd58-434a-8a0d-4fccc09227d1 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Local fitness landscape of the green fluorescent protein
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4745661b-359f-44b8-8d29-bcf7759a00d5 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Score-Based Generative Modeling through Stochastic Differential Equations
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95e1666b-7c9a-436c-abb6-41ace861b1b4 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Difusco: Graph-based diffusion solvers for combinatorial optimization
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 086ae055-b80f-45fd-b829-072b1275ac4d · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation edd431ad-efdc-4bec-b66e-a3fae52ddf9f · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization An easy-to-use real-world multi-objective optimization problem suite
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation aa3aedfd-ba91-4728-90bf-aad9abbe76c4 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Mujoco: A physics engine for model-based control
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 545725bb-23e7-4d63-97e4-4d3037699a6c · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Deep Generative Modeling
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bd2d8f8e-3a17-4ad2-bb66-0d7253679a30 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Conservative objective models for effective offline model-based optimization
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 90a0cb00-2697-4522-b9a2-9c90011c2a98 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Design-bench: Benchmarks for data-driven offline model-based optimization
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a2506bba-6a48-4a75-a96c-1a828dc52a04 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Multi-constraint molecular generation based on conditional transformer, knowledge distillation and reinforcement learning
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5fcea685-070f-4508-9e1a-8e8d8f02f492 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Localized weighted sum method for many-objective optimization
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 00a90d84-1cb7-49d3-b4d0-ec572a9c5973 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Multi-objective deep data generation with correlated property control
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8c88af94-c6c6-4b00-91b1-0b2815943f76 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Controllable data generation by deep learning: A review
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e289ebbf-7b6f-4755-935c-7fcf4dcb7887 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Offline Multi-Objective Optimization
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cfadde0-e166-4d35-9647-9a131989daa2 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Proud: Pareto-guided diffusion model for multi-objective generation
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 638cfefa-d736-4393-b782-f1b62b05eb2a · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Roma: Robust model adaptation for offline model-based optimization
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e0f0507f-77fe-414e-86ec-6bd44207974a · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Gradient surgery for multi-task learning
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6699693-7315-427e-96f7-f82a44de452f · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Importance-aware co-teaching for offline model-based optimization
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 89368285-967f-41e0-a8d0-4d1fc567018d · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Design Editing for Offline Model-based Optimization
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55d2f6d6-dc9f-44b7-a3b8-e29cd7e12a40 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Moea/d: A multiobjective evolutionary algorithm based on decomposition
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c5325d85-7b1a-4594-82bb-3a28475e7a29 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Random hypervolume scalarizations for provable multi-objective black box optimization
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d788f4ae-27cc-4f07-87c7-257645c99b3b · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Multi-objective Optimization by Learning Space Partitions
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9bd76f09-bed7-4b47-a982-bc1d5204b77c · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Guided Flows for Generative Modeling and Decision Making
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 940422dd-d1bd-4c3d-bcc8-716be97b712e · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Sample-efficient multi-objective molecular optimization with GF lownets
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 24661ee4-e37f-43cf-8b78-905a7cf3bdb7 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization @esa (Ref
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26ba0a6f-8601-45cd-88c6-88693f8af19f · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Unresolved cited work
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d9318d3-5846-4998-bd0f-8a6a78ee1507 · outbound
ParetoFlow: Guided Flows in Multi-Objective Optimization Movie Gen: A Cast of Media Foundation Models
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.