diff --git a/ibis/expr/types/core.py b/ibis/expr/types/core.py
index f259e98d3258..e5ebd2939047 100644
--- a/ibis/expr/types/core.py
+++ b/ibis/expr/types/core.py
@@ -28,6 +28,7 @@
 
     import ibis.expr.types as ir
     from ibis.backends import BaseBackend
+    from ibis.expr.visualize import EdgeAttributeGetter, NodeAttributeGetter
 
     TimeContext = tuple[pd.Timestamp, pd.Timestamp]
 
@@ -164,7 +165,9 @@ def visualize(
         label_edges: bool = False,
         verbose: bool = False,
         node_attr: Mapping[str, str] | None = None,
+        node_attr_getter: NodeAttributeGetter | None = None,
         edge_attr: Mapping[str, str] | None = None,
+        edge_attr_getter: EdgeAttributeGetter | None = None,
     ) -> None:
         """Visualize an expression as a GraphViz graph in the browser.
 
@@ -180,15 +183,22 @@ def visualize(
         node_attr
             Mapping of ``(attribute, value)`` pairs set for all nodes.
             Options are specified by the ``graphviz`` Python library.
+        node_attr_getter
+            Callback taking a node and returning a mapping of ``(attribute, value)`` pairs
+            for that node. Options are specified by the ``graphviz`` Python library.
         edge_attr
             Mapping of ``(attribute, value)`` pairs set for all edges.
             Options are specified by the ``graphviz`` Python library.
+        edge_attr_getter
+            Callback taking two adjacent nodes and returning a mapping of ``(attribute, value)`` pairs
+            for the edge between those nodes. Options are specified by the ``graphviz`` Python library.
 
         Examples
         --------
         Open the visualization of an expression in default browser:
 
         >>> import ibis
+        >>> import ibis.expr.operations as ops
         >>> left = ibis.table(dict(a="int64", b="string"), name="left")
         >>> right = ibis.table(dict(b="string", c="int64", d="string"), name="right")
         >>> expr = left.inner_join(right, "b").select(left.a, b=right.c, c=right.d)
@@ -196,7 +206,9 @@ def visualize(
         ...     format="svg",
         ...     label_edges=True,
         ...     node_attr={"fontname": "Roboto Mono", "fontsize": "10"},
+        ...     node_attr_getter=lambda node: isinstance(node, ops.Field) and {"shape": "oval"},
         ...     edge_attr={"fontsize": "8"},
+        ...     edge_attr_getter=lambda u, v: isinstance(u, ops.Field) and {"color": "red"},
         ... )  # quartodoc: +SKIP # doctest: +SKIP
 
         Raises
@@ -210,7 +222,9 @@ def visualize(
             viz.to_graph(
                 self,
                 node_attr=node_attr,
+                node_attr_getter=node_attr_getter,
                 edge_attr=edge_attr,
+                edge_attr_getter=edge_attr_getter,
                 label_edges=label_edges,
             ),
             format=format,
diff --git a/ibis/expr/visualize.py b/ibis/expr/visualize.py
index bcaa41a53e38..34ffa999f575 100644
--- a/ibis/expr/visualize.py
+++ b/ibis/expr/visualize.py
@@ -4,6 +4,7 @@
 import sys
 import tempfile
 from html import escape
+from typing import Callable, Optional
 
 import graphviz as gv
 
@@ -88,8 +89,18 @@ def get_label(node):
 DEFAULT_NODE_ATTRS = {"shape": "box", "fontname": "Deja Vu Sans Mono"}
 DEFAULT_EDGE_ATTRS = {"fontname": "Deja Vu Sans Mono"}
 
+NodeAttributeGetter = Callable[[ops.Node], Optional[dict[str, str]]]
+EdgeAttributeGetter = Callable[[ops.Node, ops.Node], Optional[dict[str, str]]]
 
-def to_graph(expr, node_attr=None, edge_attr=None, label_edges: bool = False):
+
+def to_graph(
+    expr,
+    node_attr=None,
+    node_attr_getter: NodeAttributeGetter | None = None,
+    edge_attr=None,
+    edge_attr_getter: EdgeAttributeGetter | None = None,
+    label_edges: bool = False,
+):
     graph = Graph.from_bfs(expr.op(), filter=ops.Node)
 
     g = gv.Digraph(
@@ -105,13 +116,21 @@ def to_graph(expr, node_attr=None, edge_attr=None, label_edges: bool = False):
     for v, us in graph.items():
         vhash = str(hash(v))
         if v not in seen:
-            g.node(vhash, label=get_label(v))
+            g.node(
+                vhash,
+                label=get_label(v),
+                _attributes=node_attr_getter(v) if node_attr_getter else {},
+            )
             seen.add(v)
 
         for u in us:
             uhash = str(hash(u))
             if u not in seen:
-                g.node(uhash, label=get_label(u))
+                g.node(
+                    uhash,
+                    label=get_label(u),
+                    _attributes=node_attr_getter(u) if node_attr_getter else {},
+                )
                 seen.add(u)
             if (edge := (u, v)) not in edges:
                 if not label_edges:
@@ -128,7 +147,12 @@ def to_graph(expr, node_attr=None, edge_attr=None, label_edges: bool = False):
                         name = None
                     label = f"<.{name}>"
 
-                g.edge(uhash, vhash, label=label)
+                g.edge(
+                    uhash,
+                    vhash,
+                    label=label,
+                    _attributes=edge_attr_getter(u, v) if edge_attr_getter else {},
+                )
                 edges.add(edge)
     return g