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New "Deterministic Tie-Breaking in Graph Search" shows simple arithmetic (digit sum, mod2) beats complex heuristics by 70% in DFS! Consistency > intelligence. zenodo.org/records/175499… @mmbronstein, as a graph ML expert, what do you think? #GraphAlgorithms #AI #Optimization

⚡ LeetCode Daily: Power Grid Maintenance ✅ DFS finds connected components, sets track operational nodes. Type 1=find, Type 2=remove. Graph + queries! ⚡ O(V+E+Q) with DFS 🎯 Component-based tracking 💡 Set per component = fast ops #LeetCode #CPlusPlus #GraphAlgorithms

Algorithms like PageRank, Shortest Path, Community Detection, and Label Propagation go beyond simple queries by analyzing the structure and flow of connected #data. 👉 Discover how #GraphAlgorithms can unlock insights in your data: na2.hubs.ly/H01SM4b0 #NebulaGraph #AI

🚀 Day 73 Today I explored Tarjan’s Algorithm — a powerful DFS-based approach to find Bridges 🌉 and Articulation Points 🔗 in a graph. It’s amazing how discovery & low times reveal critical connections in networks! 💡 #100DaysOfCode #GraphAlgorithms #Tarjan #DSA #CodingJourney

Your data has secrets. #GraphAlgorithms on #NebulaGraph are the key to unlocking the most valuable, hidden insights.

From PageRank to Community Detection, #NebulaGraph is built to execute powerful #GraphAlgorithms on massive datasets in milliseconds.

Hidden hubs. Silent communities. Invisible paths.🤔 #GraphAlgorithms are your detective squad — finding what simple queries miss.🔍️ 👉 Unlock the hidden patterns: na2.hubs.ly/H01D4N00 #NebulaGraph #DataScience #AI #GraphDatabase

WormHole speeds up shortest path searches using smart graph decomposition and BiBFS routing to achieve near-exact results with sublinear efficiency. - hackernoon.com/the-wormhole-a… #networkanalysis #graphalgorithms

⌛ Starting Soon! Effective Computation of a Feedback Arc Set Using PageRank, Featuring Ioannis G. Tollis, PhD. This new heuristic is a key first step for hierarchical layouts of directed graphs. 👉 9am PDT Today: bit.ly/3KOj2cG #GraphAlgorithms #Algorithm #Heuristics…

An overview of modern shortest-path algorithms — from landmark labeling to deep learning embeddings and core-periphery optimization. - hackernoon.com/a-brief-review… #networkanalysis #graphalgorithms

WormHole answers shortest-path queries fast by routing through a sublinear core, using BiBFS and inner-ring search to trade tiny error for big speed. - hackernoon.com/finding-shorte… #networkanalysis #graphalgorithms

WormHole is a fast, sublinear algorithm for shortest paths in massive graphs—100x faster setup, near-perfect accuracy, and provable guarantees. - hackernoon.com/how-wormhole-s… #networkanalysis #graphalgorithms

WormHole finds near-perfect shortest paths in massive graphs—fast, efficient, and without costly preprocessing or full graph access. - hackernoon.com/bridging-the-g… #networkanalysis #graphalgorithms

Now, instead of panicking when I see a graph question, I just identify the pattern and apply the right approach. If you’re struggling with graph problems, don’t memorize - understand the patterns. That’s the real unlock. #DSA #GraphAlgorithms #ProblemSolving

🔥 Solved LeetCode 1334 with Floyd Warshall in 11ms (beats 83.49%)! Smart tie-break: if (cnt <= cntCity) → ensures higher-index city wins in a tie. Clean, fast, and accepted ✅ #LeetCode #Cplusplus #GraphAlgorithms #FloydWarshall #100DaysOfCode

#Graphs, but not as you would expect them: Graph analytics guru Amy Hodler speaks to @JonKrohnLearns about the graph data structure and graph applications, #graphalgorithms, graph RAG, and graphs as memory systems for AI agents. Watch the episode here: bit.ly/sds923

Passed 1111/1111 test cases! ✅ Cycle detection in a directed graph using DFS 1st try? Nope 😅 Final try? Nailed it 💪 #CodingSuccess #DSA #GraphAlgorithms #GFG #CPP #100DaysOfCode #LeetCode #AI

⚡ LeetCode Daily: Power Grid Maintenance ✅ DFS finds connected components, sets track operational nodes. Type 1=find, Type 2=remove. Graph + queries! ⚡ O(V+E+Q) with DFS 🎯 Component-based tracking 💡 Set per component = fast ops #LeetCode #CPlusPlus #GraphAlgorithms

🚀 Day 73 Today I explored Tarjan’s Algorithm — a powerful DFS-based approach to find Bridges 🌉 and Articulation Points 🔗 in a graph. It’s amazing how discovery & low times reveal critical connections in networks! 💡 #100DaysOfCode #GraphAlgorithms #Tarjan #DSA #CodingJourney

🚀 Day 168 of #180DaysOfCoding 🚀 DSA Progress: ✅ 127. Word Ladder #DSA #GraphAlgorithms #WordLadder #100DaysOfCode #ProblemSolving #CodingJourney #BFS #KeepLearning

🚀 Day 169 of #180DaysOfCoding 🚀 DSA Progress: ✅ 787. Cheapest Flights Within K Stops #DSA #GraphAlgorithms #CheapestFlights #100DaysOfCode #ProblemSolving #GraphTraversal #BFS #letsconnect #CONNECTION #connect

🚀 Day 113: Topological Sort in a Directed Graph 📊 Today I implemented Topological Sorting using : 🔹 DFS approach #TopologicalSort #GraphAlgorithms #DFS #BFS #KahnsAlgorithm #GFGPractice #geekstreak2025 #100DaysOfCode @geeksforgeeks

🚀 Day 164 of #180DaysOfCoding 🚀 DSA Progress: ✅ Shortest Path in Undirected Graph ✅ Shortest Path in Directed Acyclic Graph #GraphAlgorithms #ShortestPath #TopologicalSorting #DSA #CodingJourney #100DaysOfCode #ProblemSolving #Java

🚀 Day 161 of #180DaysOfCoding 🚀 Here's what I solved today: ✅ Alien Dictionary (Topological Sorting) ✅ Shortest Path in Undirected Graph (BFS) #DSA #GraphAlgorithms #TopologicalSorting #BFS #ShortestPath #ProblemSolving #100DaysOfCode #CodingChallenge #letsconnect #connect

✅ Solved two graph problems today! ✈️ 787. Cheapest Flights Within K Stops 📡 743. Network Delay Time Learned Dijkstra + PQ with constraints 🚀 #LeetCode #CPlusPlus #GraphAlgorithms #Coding

🚀 Days 213 & 214🌐📏 🔹 Day 213 ✅ GfG: Floyd Warshall🧠📉 ✅ LeetCode: 2537📊📦 🔹 Day 214 ✅ GfG: Minimum Weight Cycle in a Graph 🔄🚴‍♂️ ✅ LeetCode: 2176🔢➗ #GeekStreak2024 #GraphAlgorithms #FloydWarshall #ShortestPaths #Dijkstra #SubarrayProblems #LeetCode #GeeksforGeeks

Back on my DSA grind! Started the Graphs section from Striver’s A2Z DSA Sheet today — tackled BFS and DFS 🚀 Staying consistent this time, one problem at a time 💻✨ #DSA #StriverSheet #GraphAlgorithms #CodingJourney #WomenWhoCode

Unlock the power of graph algorithms in Go! 🖥️ Dive into BFS vs. DFS for connectivity and boost your coding skills. Learn more in our latest article: sesamedisk.com/understanding-… #Golang #GraphAlgorithms #Coding #Tech

Unlock the power of advanced connectivity! 📊 #GraphAlgorithms in Go offer incredible practical applications for developers. Dive into our latest article to explore more: sesamedisk.com/graph-algorith… #Golang #DataScience #Programming #Tech

Day 138 of #gfg160 📅 Problem: DFS of Graph ✅ 1120 / 1120 Testcases Passed ⚡ Time: 0.03s | Attempts: 1 | Accuracy: 100% #GraphAlgorithms #geekstreak2025 @geeksforgeeks

Day 143 – Topological Sort 🔁📚 Not all graphs wear cycles. Some wear order. Today’s task: Line up the nodes in a Directed Acyclic Graph (DAG) using Topological Sort! #geekstreak2024 #gfg160 #GraphAlgorithms #TopologicalSort #DSA

Itinerary problem! Reconstruct the path from JFK using all tickets, lex smallest order. Inp: [["JFK","SFO"],["JFK","ATL"],["SFO","ATL"],["ATL","JFK"],["ATL","SFO"]] Opt: ["JFK","ATL","JFK","SFO","ATL","SFO"] #100DaysOfCode #GraphAlgorithms #DevCommunity #JavaScript #MayankCodes

Graph Algorithms: Practical Examples in Apache Spark and Neo4j - freecomputerbooks.com/Graph-Algorith… Look for "Read and Download Links" section to download. #GraphAlgorithms #Algorithms #ApacheSpark #BigData #Neo4j

Day 58 of #100DaysOfDSA ★Learned how to detect cycles in both directed and undirected graphs ★Also explored Topological Sorting #GraphAlgorithms #DataStructures #Coding #DSA

🔥 Solved LeetCode 1334 with Floyd Warshall in 11ms (beats 83.49%)! Smart tie-break: if (cnt <= cntCity) → ensures higher-index city wins in a tie. Clean, fast, and accepted ✅ #LeetCode #Cplusplus #GraphAlgorithms #FloydWarshall #100DaysOfCode

Day 250 ✅ | Graph Theory Revisited 🌐 📌 Course Schedule 📌 Topological Sort 📌 Number of Islands Deepened my understanding of topological sorting, connected components, and their applications. 🔥 #CodingJourney #GraphAlgorithms #100DaysOfCode #connect

🚀 Days 39–40 of #100DaysOfCode: 📍 Completed Graphs! ✅ BFS / DFS / Cycle Detection ✅ Topo Sort | Dijkstra | Bellman-Ford ✅ Floyd-Warshall | SCC (Kosaraju) ✅ MST (Prim’s & Kruskal) ✅ Word Ladder | Path Min Effort ✅ Rotting Oranges 🍊 + more! #GraphAlgorithms #DSA #Learning