Program Committees:


Publications:

Approximately Counting Subgraphs in Data Streams.
Hendrik Fichtenberger, Pan Peng.
In the 41st ACM Symposium on Principles of Database Systems (PODS 2022).

Local Algorithms for Estimating Effective Resistance.
Pan Peng, Daniel Lopatta, Yuichi Yoshida, Gramoz Goranci.
In the 27th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2021). Arxiv Version.

Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle.
Pan Peng, Jiapeng Zhang.
In the 34th Annual Conference on Learning Theory (COLT 2021). Arxiv Version.

GSF-Locality Is Not Sufficient for Proximity-Oblivious Testing.
Isolde Adler, Noleen Köhler, Pan Peng.
In the Computational Complexity Conference (CCC 2021). Arxiv Version.
See the comments in Oded Goldreich's Choices #304.

Mixed-Order Spectral Clustering for Complex Networks.
Yan Ge, Pan Peng, Haiping Lu.
In Pattern Recognition 2021. DOI.

On Testability of First-Order Properties in Bounded-Degree Graphs.
Isolde Adler, Noleen Köhler, Pan Peng.
In the 32nd Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2021). Arxiv Version.

Augmenting the Algebraic Connectivity of Graphs.
Bogdan Manghiuc, Pan Peng, He Sun.
In Proceedings of the 28th European Symposium on Algorithms (ESA 2020). Arxiv Version.

Testable Properties in General Graphs and Random Order Streaming.
Artur Czumaj, Hendrik Fichtenberger, Pan Peng, Christian Sohler.
In the 24th International Conference on Randomization and Computation (RANDOM 2020). Arxiv Version.

Average Sensitivity of Spectral Clustering.
Pan Peng and Yuichi Yoshida.
In the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020). Arxiv Version.

Sampling Arbitrary Subgraphs Exactly Uniformly in Sublinear Time.
Hendrik Fichtenberger, Mingze Gao and Pan Peng.
In the 47th International Colloquium on Automata, Languages and Programming (ICALP 2020). Arxiv Version.

More Effective Randomized Search Heuristics for Graph Coloring Through Dynamic Optimization.
Jakob Bossek, Frank Neumann, Pan Peng and Dirk Sudholt.
In the Genetic and Evolutionary Computation Conference (GECCO 2020). Arxiv Version.

Constant-Time Dynamic $(\Delta+1)$-Coloring.
Monika Henzinger, Pan Peng.
In the 37th International Symposium on Theoretical Aspects of Computer Science (STACS 2020). Part I of Arxiv Version.

Robust Clustering Oracle and Local Reconstructor of Cluster Structure of Graphs.
Pan Peng.
In the 31st Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2020). Arxiv Version.

Runtime Analysis of Randomized Search Heuristics for Dynamic Graph Coloring.
Jakob Bossek, Frank Neumann, Pan Peng and Dirk Sudholt.
In Algorithmica 2021 (version titled "Time Complexity Analysis of Randomized Search Heuristics for the Dynamic Graph Coloring Problem").
In the Genetic and Evolutionary Computation Conference (GECCO 2019). DOI.

Every Testable (Infinite) Property of Bounded-Degree Graphs Contains an Infinite Hyperfinite Subproperty.
Hendrik Fichtenberger, Pan Peng and Christian Sohler.
In the 30th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2019). Arxiv Version.

Spectral Concentration and Greedy k-Clustering.
Tamal K. DeyPan PengAlfred RossiAnastasios Sidiropoulos.
Computational Geometry: Theory and Applications (Comput. Geom. 2019). Arxiv Version.

Dynamic Effective Resistances and Approximate Schur Complement on Separable Graphs.
Gramoz Goranci, Monika Henzinger, Pan Peng.
In Proceedings of the 26th European Symposium on Algorithms (ESA 2018). Arxiv version.


Estimating Graph Parameters from Random Order Streams.
Pan Peng, Christian Sohler.
In the 29th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2018). Arxiv version.


The Power of Vertex Sparsifiers in Dynamic Graph Algorithms.
Gramoz Goranci, Monika Henzinger, Pan Peng.
In the 25th Annual European Symposium on Algorithms (ESA 2017). Arxiv version.

Improved Guarantees for Vertex Sparsification in Planar Graphs.
Gramoz Goranci, Monika Henzinger, Pan Peng.
In SIAM Journal on Discrete Mathematics (SIDMA) 2020.
In the 25th Annual European Symposium on Algorithms (ESA 2017). Arxiv version.

Testable Bounded Degree Graph Properties Are Random Order Streamable.
Morteza Monemizadeh, S. Muthukrishnan, Pan Peng and Christian Sohler. 
In the 44th International Colloquium on Automata, Languages, and Programming (ICALP 2017). Arxiv version.

Dynamic Graph Stream Algorithms in o(n) Space.
Zengfeng Huang, Pan Peng.
In Algorithmica 2019.
In the 43rd International Colloquium on Automata, Languages, and Programming (ICALP 2016). Arxiv version.

Relating Two Property Testing Models for Bounded Degree Directed Graphs.
Artur Czumaj, Pan Peng, Christian Sohler.
In 48th ACM Symposium on Theory of Computing (STOC 2016). DOI.

On Constant Size Graphs That Preserve the Local Structure of High Girth Graphs.
Hendrik Fichtenberger, Pan Peng and Christian Sohler.
In the 19th International Workshop on Randomization and Computation (RANDOM'2015). DOI.


Testing Cluster Structure of Graphs.
Artur Czumaj, Pan Peng, Christian Sohler.
In 47th ACM Symposium on Theory of Computing (STOC 2015). Arxiv version.


Testing Small Set Expansion in General Graphs.
Angsheng Li, Pan Peng.
In 32nd Symposium on Theoretical Aspects of Computer Science (STACS 2015). Arxiv version.

Equilibrium Games in Networks.
Angsheng Li, Xiaohui Zhang, Yicheng Pan, Pan Peng.
Physica A: Statistical Mechanics and its Applications, Volume 416, Pages 49-60, 2014. DOI.

Global Core, and Galaxy Structure of Networks.
Wei Zhang, Yicheng Pan, Pan Peng, Jiankou Li, Xuechen Li, Angsheng Li.
SCIENCE CHINA Information Sciences 57(7): 1-20 (2014). DOI.

Detecting and Characterizing Small Dense Bipartite-Like Subgraphs by the Bipartiteness Ratio Measure.
Angsheng Li, Pan Peng.  
In 24th International Symposium on Algorithms and Computation (ISAAC 2013). Arxiv version.

A Local Algorithm for Finding Dense Bipartite-Like Subgraphs.
Pan Peng.
In 18th Annual International Computing and Combinatorics Conference (COCOON 2012). DOI.

The Small Community Phenomenon in Networks: Models, Algorithms and Applications.
Pan Peng.
In 9th Annual Conference on Theory and Applications of Models of Computation (TAMC 2012). DOI.

The Small-Community Phenomenon in Networks.
Angsheng Li, Pan Peng.
Mathematical Structures in Computer Sciences 22, pp 373-407, 2012. Arxiv version.

Community Structures in Classical Network Models.
Angsheng Li, Pan Peng.
Internet Mathematics 7(2), 2011. DOI

Teaching:

Advanced Algorithms. 2018-2019, 2019-2020, 2020-2021.

Automata, Computation and Complexity. 2018-2019, 2019-2020, 2020-2021.

Contact Information:

Pan Peng
School of Computer Science and Technology
University of Science and Technology of China
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