Issues

• Sparse softmax fallback loses normalization in float16 and bfloat16

  pyg-team/pytorch_geometric#10839 · Filter by author AHMETHAKANBEZIR1 opened on Oct 1, 2026

• normalized_cut broadcasts degree scales over feature channels instead of edges

  pyg-team/pytorch_geometric#10835 · Filter by author AHMETHAKANBEZIR1 opened on Sep 30, 2026

• unbatch_edge_index drops trailing edgeless graphs when batch_size is inferred

  pyg-team/pytorch_geometric#10815 · Filter by author HaokaiDing opened on Sep 16, 2026

• Batch.from_data_list only store node/edge types of first element for HeteroData

  documentation
  pyg-team/pytorch_geometric#10801 · Filter by author PeterDavison01 opened on Sep 7, 2026

• APPNP applies edge dropout cumulatively across propagation steps

  bug
  pyg-team/pytorch_geometric#10783 · Filter by author alrichardbollans opened on Aug 28, 2026

• Avoid importing the llm subtree (and pandas) on import torch_geometric

  pyg-team/pytorch_geometric#10772 · Filter by author frazane opened on Aug 16, 2026

• HeteroData.subgraph() crashes for edge attributes with non-zero concatenation dimensions

  pyg-team/pytorch_geometric#10768 · Filter by author aswanth-07 opened on Aug 9, 2026

• ssl._create_unverified_context() in dataset download enables supply-chain MITM

  bug
  pyg-team/pytorch_geometric#10732 · Filter by author AAtomical opened on Jun 16, 2026

• Feature Request: v2 version of DenseGATConv

  feature
  pyg-team/pytorch_geometric#10722 · Filter by author CanvaChen opened on Jun 9, 2026

• Notebook 5. Point Cloud Classification still uses torch-cluster instead of pyg-lib

  bug
  pyg-team/pytorch_geometric#10720 · Filter by author moritz-gross opened on Jun 8, 2026
  4

• Deprecate torch-{scatter,sparse,spline-conv,cluster} releases on PyPI

  pyg-team/pytorch_geometric#10716 · Filter by author akihironitta opened on Jun 5, 2026
  

• RandomLinkSplit can create overlapping negative val and test edges for undirected graphs

  bug
  pyg-team/pytorch_geometric#10706 · Filter by author notableTieView opened on May 31, 2026
  2

• Implementing Stable ChebConv - Enhancing ChebConv in increasing stability and long range capability

  feature
  pyg-team/pytorch_geometric#10702 · Filter by author AtharvVichare opened on May 21, 2026

• DeprecationWarning: torch.jit.script is deprecated. Please switch to torch.compile or torch.export.

  0 - Priority P0bug
  pyg-team/pytorch_geometric#10697 · Filter by author yurivict opened on May 17, 2026 · 2.8.x

• Implement PaiNN (Polarizable Atomistic Interaction Neural Network)

  feature
  pyg-team/pytorch_geometric#10687 · Filter by author louischereau opened on May 1, 2026
  1

• torch_sparse and torch_scatter are not correctly installed when following the torch_geomtric installation instructions

  installation
  pyg-team/pytorch_geometric#10686 · Filter by author finnoshea opened on Apr 30, 2026
  1

• Migrate PyG CUDA/C++ extensions into pyg-lib

  pyg-team/pytorch_geometric#10684 · Filter by author akihironitta opened on Apr 30, 2026
  

• Is similarity actually a structural mapping problem?

  feature
  pyg-team/pytorch_geometric#10683 · Filter by author weite76 opened on Apr 30, 2026

• Facebook dataset HTTP Error 404: Not Found

  bug
  pyg-team/pytorch_geometric#10672 · Filter by author madmanRE opened on Apr 23, 2026

• [SECURITY] Users have no way to enforce weights_only=True

  bug
  pyg-team/pytorch_geometric#10665 · Filter by author zaz opened on Apr 11, 2026

• HGTConv doesn't support setting of aggr

  documentation
  pyg-team/pytorch_geometric#10664 · Filter by author redfave opened on Apr 7, 2026

• Support for LightningModules in to_hetero() and to_hetero_with_bases()

  feature
  pyg-team/pytorch_geometric#10653 · Filter by author redfave opened on Mar 30, 2026

• Missing wheels of torch-{scatter,sparse,cluster} for combination of Windows CUDA 13.0

  featureinstallation
  pyg-team/pytorch_geometric#10649 · Filter by author akihironitta opened on Mar 26, 2026

• RandomNodeSplit fails on HeteroData

  bug
  pyg-team/pytorch_geometric#10632 · Filter by author redfave opened on Mar 8, 2026
  1

• post_step clamping process doesn't preserve training labels in LabelPropagation

  bug
  pyg-team/pytorch_geometric#10627 · Filter by author alrichardbollans opened on Mar 3, 2026
  1