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train

Syntologyentry name in harvested coderead from the graph 2026-09-24

train appears in the code Syntology harvested for 522 papers, as 616 distinct code bodies found in 643 places (a place is one code body under one paper). At least one of them ran in 131 of the papers; 4 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named train do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 142 of the 616 distinct code bodies named train; 474 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

39ran · honoured contract
1ran · violated contract
31ran · our draft was wrong
12ran · fixture could not drive it
59ran
474unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 254 of the 643 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

100 papers shown of 522 (newest first; the JSON twin carries all 643 places); 125 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 31 papers added by Syntology; 19 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Does Playing it Safe Count as Faithfulness? Reassessing LVLM Hallucination Mitigation Methods added by Syntology 2026-09 (from id) mehrdadfazli/AssessHalVLM/methods/after/train_estimator.py 69b18779ad10493b unverified no licence file found · pointer only
Polaris: Learning to Generate Table Descriptions from Retrieval Feedback added by Syntology 2026-08 (from id) anhaidgroup/polaris/polaris/dpo.py f53e0fd9fbcbd09f unverified Apache-2.0 (permissive)
DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation added by Syntology 2026-08 (from id) Ryenhails/NanoVDR/nanovdr/train/engine.py 127a0feff3a2188e unverified MIT (permissive)
Spectrally Deconfounded Gradient Boosting added by Syntology 2026-07 (from id) fabsig/GPBoost/python-package/gpboost/engine.py 4772352de75c28c7 unverified licence not identified · pointer only
Multi-Label Node Classification with Label Influence Propagation added by Syntology 2026-07 (from id) Xtra-Computing/LIP_MLNC/main_lip.py 7c09811451e578c2 unverified no licence file found · pointer only
ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering added by Syntology 2026-06 (from id) heshandevaka/ARMOR/retriever_training/train_armor.py fd86ed415f30d13b unverified Apache-2.0 (permissive)
Protein Representation Learning with Secondary-Structure and Energy-Filtered Hydrogen-Bond Graphs added by Syntology 2026-06 (from id) mohamedmohamed2021/SSProNet/run_ProNet.py 88aa51b004dc8bdf ran no licence file found · pointer only
Adjusted Cup-Product Neural Layer added by Syntology 2026-06 (from id) nssprogrammer/cup-nn/experiments/mbchern.py e970b3965de044c9 ran MIT (permissive)
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework added by Syntology 2026-06 (from id) shengze-xu/OrderDP/imagenet/prune_experiment_orderdp.py 61c792e4de50ba01 unverified no licence file found · pointer only
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework added by Syntology 2026-06 (from id) shengze-xu/OrderDP/imagenet/prune_experiment_unsup.py e826073a8a2eebf4 unverified no licence file found · pointer only
Characterizing the Discrete Geometry of ReLU Networks added by Syntology 2026-06 (from id) bl-ake/ICLR-2026/experiments.py 02895932687b47c7 unverified no licence file found · pointer only
CLUBench: A Clustering Benchmark added by Syntology 2026-05 (from id) xiaofeng-github/CLUBench/CLUBench/algorithms/CC.py d0f49064fbed326b ran MIT (permissive)
CLUBench: A Clustering Benchmark added by Syntology 2026-05 (from id) xiaofeng-github/CLUBench/CLUBench/algorithms/DIVC.py 47d9f496a3f5f2d3 ran MIT (permissive)
CLUBench: A Clustering Benchmark added by Syntology 2026-05 (from id) xiaofeng-github/CLUBench/CLUBench/algorithms/PICA.py 83c6fcc5dbf3b90f ran MIT (permissive)
CLUBench: A Clustering Benchmark added by Syntology 2026-05 (from id) xiaofeng-github/CLUBench/CLUBench/algorithms/DEC.py 25747a9d381c8339 unverified MIT (permissive)
CLUBench: A Clustering Benchmark added by Syntology 2026-05 (from id) xiaofeng-github/CLUBench/CLUBench/algorithms/IDEC.py e26e1f92ac47c906 unverified MIT (permissive)
Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models added by Syntology 2026-05 (from id) njuyxw/STARS/ouro_experiment/train_large.py f6f5bd43bec6368a unverified no licence file found · pointer only
SEED: Semi-supervised Continual MalwarE Detection for Tackling ConcEpt Drift on a BuDget added by Syntology 2026-05 (from id) amalapuram/SEED/SSCL.py e0030d15324d9552 unverified no licence file found · pointer only
Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics added by Syntology 2026-05 (from id) brain-lab-research/SGDiffusion/src/statistic.py d0d3b43ce3b9e921 ran no licence file found · pointer only
Balancing Knowledge Distillation for Imbalance Learning with Bilevel Optimization added by Syntology 2026-05 (from id) phan-tho/Bilevel-balancing-kd/train_student.py 065d2cb0ad758aed ran no licence file found · pointer only
Sharp feature-learning transitions and Bayes-optimal neural scaling laws in extensive-width networks added by Syntology 2026-05 (from id) Minh-Toan/scaling-laws/sgd.py a1741ebdbf77adc8 ran no licence file found · pointer only
The Geometric Structure of Models Learning Sparse Data added by Syntology 2026-05 (from id) ThomasWalker1/RFAM/utils/rfm.py 6ec0ce87d7ed07f5 ran · our draft was wrong fingerprinted no licence file found · pointer only
Affinity Is Not Enough: Recovering the Free Energy Principle in Mixture-of-Experts added by Syntology 2026-05 (from id) russellwmy/affinity-is-not-enough/prototype/ablation.py 8224a4d3a0cba015 unverified MIT (permissive)
Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models added by Syntology 2026-04 (from id) jacklanda/SemanticQA/semantic_qa/training/semantic-phrases-interpretation/finetune_t5_paraphrase.py 2c049b37a5596d8f unverified MIT (permissive)
Gradient Flow Polarizes Softmax Outputs towards Low-Entropy Solutions added by Syntology 2026-03 (from id) tml-epfl/softmax/exp_classification.py 0dbeea554881e4bd unverified no licence file found · pointer only
SymTorch: Symbolic Distillation of Neural Networks added by Syntology 2026-02 (from id) astroautomata/SymTorch/case_studies/pinn_demo/pinn_script.py c470692c665eb0c0 unverified no licence file found · pointer only
CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios added by Syntology 2026-02 (from id) ckassaad/causal_discovery_for_time_series/baselines/scripts_python/kitmi.py 525a91883f4d1214 unverified no licence file found · pointer only
Quantifying Avian Morphological Evolution through Deep Representation Learning added by Syntology 2026-02 (from id) sun-jiao/MetaFGNet/MetaFGNet_with_Sample_Selection/trainer.py 98d6f3bacdbea87a unverified MIT (permissive)
Quantifying Avian Morphological Evolution through Deep Representation Learning added by Syntology 2026-02 (from id) sun-jiao/MetaFGNet/MetaFGNet_without_Sample_Selection/trainer.py 3236c67cd90174fa unverified MIT (permissive)
-I ∈ R n×n : The Identity matrix; -A ∈ [0, 1] n×n : The Adjacency matrix of G; -D ∈ R n×n : The degree matrix, i.e., a diagonal matrix defined as D ii = ∑ n i=1 a ij ; -A ∈ R n×n : The normalized adjacency matrix of G, i.e., A = D -1/2 AD -1/2 ; -L ∈ R n×n : The Unnormalised Laplacian matrix of G; -Q ∈ R n×n : The Signless Laplacian matrix of G; -L rw ∈ R n×n : The Random-walk Normalised Laplacian of G; vii -L sym ∈ R n×n : The Symmetric Normalised Laplacian matrix of G; -Â ∈ R n×n : The Normalised Adjacency matrix of G; λ 1 (L rw ) : The Equidistribution radius of G; ϱ r (H) : The Normalized Spectral Gap of G; -X G ∈ R n×K , or simply X ∈ R n×K : The node feature matrix of the graph G, obtained by stacking up all x i vectors added by Syntology 2026-02 (from id) Sennadir/GCORN/utils.py 2ee40e003ac849b9 unverified MIT (permissive)
Rendering Data Unlearnable by Exploiting LLM Alignment Mechanisms added by Syntology 2026-01 (from id) cat-claws/unlearnable/cifar10-retrain.py 84300d44f7c4a28c unverified no licence file found · pointer only
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation added by Syntology 2025-12 (from id) Graph-ECHO-Benchmark/ECHO/PyG_implementation/echo_benchmark_example.py 2f8e820b05290657 unverified MIT (permissive)
UnCLe: Towards Scalable Dynamic Causal Discovery in Non-linear Temporal Systems added by Syntology 2025-11 (from id) M-Nauta/TCDF/TCDF.py 370f9d40e486fc23 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Surrogate Modeling for the Design of Optimal Lattice Structures using Tensor Completion added by Syntology 2025-10 (from id) shaanpakala/Surrogate-Modeling-for-the-Design-of-Optimal-Lattice-Structures-using-Tensor-Completion/tensor_completion_models/codes_costco_tucker/TuckER.py 5e612b463d9352f9 unverified no licence file found · pointer only
From Moments to Models: Graphon-Mixture Learning for Mixup and Contrastive Learning added by Syntology 2025-10 (from id) aliaaz99/moments2models/gmam/encoder.py 2ba08c7acbc38f37 unverified no licence file found · pointer only
GNNXEMPLAR: Exemplars to Explanations -Natural Language Rules for Global GNN Interpretability added by Syntology 2025-09 (from id) idea-iitd/GnnXemplar/src/train/train_amazon_ratings.py 7440801ef06f8848 unverified no licence file found · pointer only
GNNXEMPLAR: Exemplars to Explanations -Natural Language Rules for Global GNN Interpretability added by Syntology 2025-09 (from id) idea-iitd/GnnXemplar/src/train/train_arxiv_gcn.py f0acc30a9e7ed1aa unverified no licence file found · pointer only
GNNXEMPLAR: Exemplars to Explanations -Natural Language Rules for Global GNN Interpretability added by Syntology 2025-09 (from id) idea-iitd/GnnXemplar/src/train/train_citeseer.py afdfd772a195bd6b unverified no licence file found · pointer only
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models added by Syntology 2025-09 (from id) dlwns147/amq/amq/predictor/mlp.py 1953dc972a2df485 unverified Apache-2.0 (permissive)
arXiv:2507.20163 2025-07 (from id) Zeyu1226-mt/LLM-IAVC/stage_two/train_LLM_VC_1.py 59d3ab6821c52d5b unverified no licence file found · pointer only
arXiv:2507.20163 2025-07 (from id) Zeyu1226-mt/LLM-IAVC/code/player_train_timesformer.py 2c202dc2baf250be unverified no licence file found · pointer only
Molecular Machine Learning Using Euler Characteristic Transforms 4 Jul 2025 victosdur/ectformoleculelearningtask/utils.py 9c2f1520e0b48e84 unverified Apache-2.0 (permissive)
Improving Memory Efficiency for Training KANs via Meta Learning 9 Jun 2025 murphyzc/metakan/image_classification/train_meta.py f5071e69b20f7f81 unverified no licence file found · pointer only
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning 29 May 2025 leopold1423/fedmud-icml25/train/trainer.py 27cbdeab90a7fc0d ran · our draft was wrong no licence file found · pointer only
Logic Gate Neural Networks are Good for Verification 26 May 2025 HyberionBrew/difflogic_verify/train_model.py c9d259cd59abf3c7 unverified MIT (permissive)
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding 26 May 2025 deepauto-ai/agentic-predictor/agent_predictor/train_mvgnn.py 30f9fa49f5eecb6a unverified MIT (permissive)
Unpacking Positional Encoding in Transformers: A Spectral Analysis of Content-Position Coupling 19 May 2025 Qihuai27/Deposit-Pattern-Research/count_gen/2_models/mla.py f7002b57212e6f6f ran · honoured contract MIT (permissive)
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare 15 Apr 2025 wph6/fhbench/Audio_Lora/core/traineval.py adf461a24e27811e ran · fixture could not drive it Apache-2.0 (permissive)
GOAL: Global-local Object Alignment Learning 22 Mar 2025 PerceptualAI-Lab/GOAL/goal.py f2535872761f96c6 unverified no licence file found · pointer only
Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment 21 Mar 2025 ImIntheMiddle/EmLoco/EqMotion/main_eth_diverse.py 74dc8d1665324c49 unverified MIT (permissive)
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models 20 Feb 2025 thudm/moelora_riemannian/train_llama.py 5be4c50239d0eed7 unverified no licence file found · pointer only
DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks 1 Feb 2025 pmsdapfmbf/duet/BO.py cc175e23e0a2d108 unverified Apache-2.0 (permissive)
Dataset Distillation via Committee Voting 13 Jan 2025 jiacheng8/cv-dd/squeeze/squeeze_imagenet1k_prior.py ff01d3802d4ba4b2 unverified MIT (permissive)
Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms 10 Jan 2025 JayC1208/Q-MAML/mol_pretrain.py a1df49500665d958 unverified MIT (permissive)
Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms 10 Jan 2025 JayC1208/Q-MAML/xyz_pretrain.py 2d25e9e17df1e84f unverified MIT (permissive)
A Large-Scale Study on Video Action Dataset Condensation 30 Dec 2024 mcg-nju/video-dc/val.py 98d8180630eb3d57 unverified Apache-2.0 (permissive)
Quantifying Positional Biases in Text Embedding Models 13 Dec 2024 sgoel97/neurips-embedding-positional-bias/finetune.py 46d3e1bae86d145b unverified MIT (permissive)
Benchmarking and Understanding Compositional Relational Reasoning of LLMs 17 Dec 2024 caiyun-ai/gar/MLP/code/train_and_test_MLP.py 7e5f981c6c901bda unverified no licence file found · pointer only
Covered Forest: Fine-grained generalization analysis of graph neural networks 10 Dec 2024 benfinkelshtein/CoveredForests/utils/trainer.py 184919a11c57d04d unverified MIT (permissive)
Competition Dynamics Shape Algorithmic Phases of In-Context Learning 1 Dec 2024 cfpark00/markov-mixtures/mltools/ml_utils.py 36d847cba1e96c54 unverified MIT (permissive)
Multimodal Whole Slide Foundation Model for Pathology 29 Nov 2024 mahmoodlab/titan/titan/finetune.py 35ed8192ced57323 unverified no licence file found · pointer only
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation 28 Nov 2024 lorebianchi98/Talk2DINO/src/train_util.py 5b444cb020759a17 unverified Apache-2.0 (permissive)
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework 19 Nov 2024 ismailnejjar/RRDA/train_source.py a3adf02695ba72c3 ran · fixture could not drive it MIT (permissive)
CV-Cities: Advancing Cross-View Geo-Localization in Global Cities 19 Nov 2024 gaoshuang98/cvcities/cvcities_base/trainer.py 61b2774538a60499 unverified BSD-3-Clause (permissive)
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity 7 Nov 2024 AMLab-Amsterdam/DIVA/paper_experiments/malaria/diva/experiment_diva_top10_resnet_new.py 8c933ed6e26dcecc unverified MIT (permissive)
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation 7 Nov 2024 lcs2-iiitd/monteclora/finetune.py 7852c586e42377d2 unverified Apache-2.0 (permissive)
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts 5 Nov 2024 celin-yao/da-moe/graph_classification/train/main_graph.py 9839952e23a76564 ran · honoured contract no licence file found · pointer only
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts 5 Nov 2024 celin-yao/da-moe/node_classification/main_node_arxiv.py 3bbf2963d8be10dd ran · our draft was wrong no licence file found · pointer only
Typicalness-Aware Learning for Failure Detection 4 Nov 2024 liuyijungoon/tal/trainer/train_TAL.py 1c7f6c7e81a98693 unverified MIT (permissive)
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning 4 Nov 2024 niusj03/owmatch/owmatch.py 17795ae706d474a4 unverified MIT (permissive)
Federated Black-Box Adaptation for Semantic Segmentation 31 Oct 2024 jayparanjape/blackfed/train_rev.py 724539b4ca03f0a4 unverified no licence file found · pointer only
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition 28 Oct 2024 keke921/gnm-pt/vtab/train_full.py 5a7b1c8f58adefd0 unverified MIT (permissive)
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition 28 Oct 2024 Keke921/GNM-PT/train_full-lmk-st2.py 8a2d99dd6fd9f0de unverified MIT (permissive)
Neuro-symbolic Learning Yielding Logical Constraints 28 Oct 2024 lizn-zn/nesy-programming/Chain-XOR/nn_utils.py f9b62e48fb3851e5 unverified no licence file found · pointer only
DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets 17 Oct 2024 moiexpositoalonsolab/DivShift/src/supervised_train.py 8cecb34f0bcef7ce unverified MIT (permissive)
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models 22 Oct 2024 sy-shi/RLAIF_ScoreDiff/train_rm.py dd0ba84e7526171f unverified no licence file found · pointer only
LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices 2024-10 (from id) alexyyds2024/lora-C/train_lora.py 22aa24adf1dcd435 unverified Apache-2.0 (permissive)
REEF: Representation Encoding Fingerprints for Large Language Models 18 Oct 2024 tmylla/reef/src/train_cls_gcn.py 66d2718c00dfd494 unverified no licence file found · pointer only
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching 14 Oct 2024 Leyangw/tsm/demo_ROC_ratio.py 31a43b5aa312ddc4 ran fingerprinted MIT (permissive)
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning 12 Oct 2024 pumpkin-co/mtl-lora/lora_finetune.py 6cf4a819aa35986b unverified MIT (permissive)
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning 12 Oct 2024 pumpkin-co/mtl-lora/lora_finetune_single.py 823409f0ab13f67c unverified MIT (permissive)
DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback 7 Oct 2024 flash-36/DOPL/dopl/train/algos/dopl.py de762eb83b6b40ad unverified no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_gemma.py 89be12b59a6331d6 unverified no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_gemma7b.py 265773714d80dabf unverified no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_llama3.py fbba0cdd6457bbf4 unverified no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_qwen.py 1200fafec7c5e3d1 unverified no licence file found · pointer only
Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models 26 Sep 2024 hui-po-wang/lm-gc/train_and_collect_grad.py a14e485102e0eff2 ran · honoured contract MIT (permissive)
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection 26 Sep 2024 deeplearning-wisc/haloscope/linear_probe.py e01d82ee5f1bfbdd ran no licence file found · pointer only
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks 18 Sep 2024 structlearning/subselnet/train_subset/train_full_partial.py f9015e49754188e9 unverified no licence file found · pointer only
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution 18 Sep 2024 yangyucheng000/University/PDF_MS/trainner.py 2fe12723d2eed03d unverified Apache-2.0 (permissive)
SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model's Parameter-Efficient Fine-Tuning 24 Aug 2024 daviddaiiiii/san-peft/train_code/SAN_base.py 7ba3eaccb626f19f ran no licence file found · pointer only
Safety Layers in Aligned Large Language Models: The Key to LLM Security 30 Aug 2024 listen0425/safety-layers/Code/Fine_tune/SPPFT.py afead4d15856351f unverified no licence file found · pointer only
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning 29 Aug 2024 aminbana/MTL-Theory/train_continual.py 422741d97a377fc1 ran · our draft was wrong no licence file found · pointer only
Advancing Multi-grained Alignment for Contrastive Language-Audio Pre-training 15 Aug 2024 ming-er/mga-clap/pretrain.py 2570f2ac20b362fe unverified no licence file found · pointer only
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 12 Aug 2024 sakanaai/ai-scientist/example_papers/layerwise_lr_grokking/experiment.py a8a8eb2391a886e7 ran licence not identified · pointer only
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 12 Aug 2024 Masao-Taketani/AI-Scientist-with-Local-LLMs/templates/nanoGPT/experiment.py d3a0ec611e5c88d1 unverified Apache-2.0 (permissive)
KAN or MLP: A Fairer Comparison 23 Jul 2024 yu-rp/kanbefair/src/train_continual_learning.py 610ffde183692a23 unverified no licence file found · pointer only
PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer 19 Jul 2024 air029/polyformer/node_classification_large_graph/training_batch.py b756e3430fe59b3a unverified no licence file found · pointer only
A Theoretical Formulation of Many-body Message Passing Neural Networks 16 Jul 2024 jthh/many-body-mpnn/utils.py 4dd698b1c78ec59a unverified no licence file found · pointer only
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers 16 Jul 2024 SPOC-group/counting-attention/random_embd/memory_exp.py a543f8665b98f5d4 unverified no licence file found · pointer only
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation 9 Jul 2024 Shen-Lab/GDA-SpecReg/paper_topic_classification/ogbn_arxiv_unsupervised/gnn.py 82f54a95d4951b19 ran · our draft was wrong Apache-2.0 (permissive)
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation 9 Jul 2024 Shen-Lab/GDA-SpecReg/paper_topic_classification/ogbn_arxiv_semisupervised/gnn.py 758d5dd9e231d846 ran Apache-2.0 (permissive)
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation 9 Jul 2024 Shen-Lab/GDA-SpecReg/paper_topic_classification/ogbn_arxiv_unsupervised/gnn_da.py 20a9feb6dd535706 ran Apache-2.0 (permissive)
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation 9 Jul 2024 Shen-Lab/GDA-SpecReg/paper_topic_classification/ogbn_arxiv_semisupervised/gnn_da.py 0b6755f3ee7c7fde unverified Apache-2.0 (permissive)
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems 15 Jul 2024 ancientshi/erm4/finetune_gemma_rewriter.py 7268f2124fba73a9 unverified licence not identified · pointer only
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective 10 Jul 2024 fuchs-lab-public/cpath_sabenchmark/code/train_classification_model_report.py fb7240786a8186f7 unverified MIT (permissive)
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective 10 Jul 2024 fuchs-lab-public/cpath_sabenchmark/code/train_classification_mccv.py 74e7e7b0af0e3d0b unverified MIT (permissive)
GLBench: A Comprehensive Benchmark for Graph with Large Language Models 10 Jul 2024 nineabyss/glbench/models/gnn/mlp.py fffc14ec419e60ce ran MIT (permissive)
CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images 5 Jul 2024 jsshin98/CanonicalFusion/reconstructor/train_color2model.py bc70e3c7eb7c1354 unverified MIT (permissive)
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning 26 Jun 2024 RomanBresson/KAGNN/graph_classification/graph_classification_utils.py 5ca873d38e249a8f ran no licence file found · pointer only
Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell 20 Jun 2024 TaiMingLu/know-dont-tell/code/probe/probe.py 9589a134d9eac768 unverified no licence file found · pointer only
Neuro-symbolic Training for Reasoning over Spatial Language 19 Jun 2024 premsrit/SPARTUNQChain/main_rel.py 9519ecd7a0509878 unverified no licence file found · pointer only
Strengthening Layer Interaction via Dynamic Layer Attention 19 Jun 2024 tunantu/dynamic-layer-attention/image_classification/imagenet/train_pro.py d6a70da7dc77eebd ran no licence file found · pointer only
Convolutional Kolmogorov-Arnold Networks 19 Jun 2024 antoniotepsich/convolutional-kans/evaluations.py 6bfd9d473bd3943b ran MIT (permissive)
Ask-before-Plan: Proactive Language Agents for Real-World Planning 18 Jun 2024 magicgh/ask-before-plan/src/finetune.py 4b9384d019401c5a unverified MIT (permissive)
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning 16 Jun 2024 jh-oh-23/sup-ancl/linear.py 301ca971eacdfdcb ran · fixture could not drive it MIT (permissive)
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights 15 Jun 2024 currytang/tsgfm/fulllink.py 41057c04e7b22f04 ran · honoured contract MIT (permissive)
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs 14 Jun 2024 Zhuofeng-Li/TEG-Benchmark/GNN/GNN_Link_HitsK.py b9125d103f13768d ran MIT (permissive)
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs 14 Jun 2024 Zhuofeng-Li/TEG-Benchmark/GNN/GNN_Link_HitsK_loader.py 93ed7f8d21768471 ran MIT (permissive)
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs 14 Jun 2024 Zhuofeng-Li/TEG-Benchmark/GNN/GNN_Link_MRR.py ad21068f2893ab5c ran MIT (permissive)
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs 14 Jun 2024 Zhuofeng-Li/TEG-Benchmark/GNN/GNN_Link_MRR_loader.py 70a4a68841982fea ran MIT (permissive)
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs 14 Jun 2024 Zhuofeng-Li/TEG-Benchmark/GNN/GNN_Node.py 4f3238930893cc90 unverified MIT (permissive)
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer 13 Jun 2024 graph-and-geometric-learning/frame-averaging-transformer/faformer/app/aptamer_aff_train.py 145d6b278ec8e06c unverified no licence file found · pointer only
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning 10 Jun 2024 allanraventos/getrichquick/two-layer-relu/utils.py 184ff0807fd1777f ran MIT (permissive)
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter 7 Jun 2024 currentf/meft/full_finetune.py 5b7dee34064b4f2d unverified no licence file found · pointer only

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