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Researcher Evidence Record

Min Huang

This bounded record lists 50 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include math.RT, math.RA, physics.optics work dated 1997 to 2026. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Enumerated paper scope: 23 fields (math.RT, math.RA, physics.optics, +20 more) · 1997-2026 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

  1. 2026 Pith paper

    Quantum cluster algebra realization for stated ${\rm SL}_n$-skein algebras and rotation-invariant bases for polygons

    math.QA provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  2. 2026 Pith paper

    ST-Prune: Training-Free Spatio-Temporal Token Pruning for Vision-Language Models in Autonomous Driving

    cs.CV provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Min Huang
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  3. 2026 Pith paper

    Orderings of Generalized k-Markov Numbers

    math.NT provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  4. 2026 Pith paper

    Exploring new resonances with direct top flavor changing interactions

    hep-ph provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  5. 2026 Pith paper

    CentaurTA Studio: A Self-Improving Human-Agent Collaboration System for Thematic Analysis

    cs.HC provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  6. 2026 Pith paper

    ACE-Bench: A Lightweight Benchmark for Evaluating Azure SDK Usage Correctness

    cs.DC provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Min Huang
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  7. 2026 Pith paper

    ASA: Backbone-Training-Free Representation Engineering for Tool-Calling Agents

    cs.SE provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    7
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 4 pith inbound references from cited_work_pith_inbound_counts
  8. 2025 Pith paper

    Noncommutative marked surfaces II: tagged triangulations, clusters, and their symmetries

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  9. 2025 Pith paper

    Running-time Analysis of ($\mu+\lambda$) Evolutionary Combinatorial Optimization Based on Multiple-gain Estimation

    cs.NE provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  10. 2025 Pith paper

    Multiple-gain Estimation for Running Time of Evolutionary Combinatorial Optimization

    cs.NE provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  11. 2024 Pith paper

    Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  12. 2024 Pith paper

    Physical Layer Security in AmBC-NOMA Networks with Random Eavesdroppers

    eess.SY provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  13. 2024 Pith paper

    A Representation theoretic perspective of Koszul theory

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  14. 2024 Pith paper

    MiniDrive: More Efficient Vision-Language Models with Multi-Level 2D Features as Text Tokens for Autonomous Driving

    cs.CV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  15. 2024 Pith paper

    Positivity for quantum cluster algebras from orbifolds

    math.RA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  16. 2023 Pith paper

    Non-saturation intensity dependence of anisotropic third-order optical nonlinearity approaching the damage threshold in ZnSe and GaP

    physics.optics provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  17. 2023 Pith paper

    Friezes of cluster algebras of geometric type

    math.RA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  18. 2023 Pith paper

    Federated Domain Generalization: A Survey

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  19. 2023 Pith paper

    Quasi-homomorphisms of quantum cluster algebras

    math.QA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  20. 2023 Pith paper

    Ins-ATP: Deep Estimation of ATP for Organoid Based on High Throughput Microscopic Images

    cs.CV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    9
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  21. 2023 Pith paper

    Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation

    eess.IV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  22. 2022 Pith paper

    On the monotonicity of the generalized Markov numbers

    math.NT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  23. 2021 Pith paper

    Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  24. 2021 Pith paper

    Flexible daytime radiative cooling enhanced by enabling three-phase composites with scattering interfaces between silica-microspheres and hierarchical porous coatings

    physics.app-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  25. 2020 Pith paper

    Deep-Learning-Enabled Inverse Engineering of Multi-Wavelength Invisibility-to-Superscattering Switching with Phase-Change Materials

    physics.optics provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    8
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  26. 2020 Pith paper

    Bias-free source-independent quantum random number generator

    quant-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  27. 2019 Pith paper

    Data Poisoning Attacks on Neighborhood-based Recommender Systems

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  28. 2019 Pith paper

    Koszul duality for non-graded derived categories

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  29. 2019 Pith paper

    A simple and efficient numerical method for pricing discretely monitored early-exercise options

    q-fin.CP provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  30. 2018 Pith paper

    Great enhancement of strong-field ionization in femtosecond-laser subwavelength-structured fused silica

    physics.app-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  31. 2018 Pith paper

    Positivity for quantum cluster algebras from unpunctured orbifolds

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  32. 2018 Pith paper

    Quantum cluster algebras from unpunctured triangulated surfaces: arbitrary coefficients and quantization

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  33. 2018 Pith paper

    Direct observation of the reversible and irreversible processes in femtosecond laser-irradiated fused silica at the near-damage-threshold fluence

    physics.optics provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  34. 2017 Pith paper

    Categorification of sign-skew-symmetric cluster algebras and some conjectures on g-vectors

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  35. 2017 Pith paper

    A conjecture on $C$-matrices of cluster algebras

    math.RA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  36. 2016 Pith paper

    Unfolding of acyclic sign-skew-symmetric cluster algebras and applications to positivity and $F$-polynomials

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  37. 2016 Pith paper

    On Structure of cluster algebras of geometric type, II: Green's equivalences and paunched surfaces

    math.RA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  38. 2015 Pith paper

    Beam Position Reconstruction for the g2p Experiment in Hall A at Jefferson Lab

    physics.ins-det provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    9
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  39. 2015 Pith paper

    On Structure of cluster algebras of geometric type I: In view of sub-seeds and seed homomorphisms

    math.RA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  40. 2015 Pith paper

    On the stability of self-similar solutions to nonlinear wave equations

    math.AP provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  41. 2014 Pith paper

    Plasma waves excited at interface by femtosecond laser irradiation enabling formation of volume nanograting in glass

    physics.optics provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  42. 2014 Pith paper

    Location of Poles for the Hastings-McLeod Solution to the Second Painlev\'{e} Equation

    math.CA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  43. 2014 Pith paper

    On representation rings in the context of monoidal categories

    math.RT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  44. 2012 Pith paper

    Exotic blowup solutions for the u^5 focusing wave equation in R^3

    math.AP provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  45. 2012 Pith paper

    A direct method to find Stokes multipliers in closed form for P1 and more general integrable systems

    math.CA provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  46. 2011 Pith paper

    Ultrafast laser-induced subwavelength structures towards nanoscale: the significant role of plasmonic effects

    physics.optics provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  47. 2011 Pith paper

    On the spectral properties of L_{+-} in three dimensions

    math.AP provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  48. 2009 Pith paper

    Gamow Vectors in a Periodically Perturbed Quantum System

    math-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  49. 2009 Pith paper

    Gamow vectors and Borel summability

    math-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  50. 1997 Pith paper

    Anomalous cooling of the massive white dwarf in U Geminorum following a narrow dwarf nova outburst

    astro-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Min Huang
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

LaneStateObservedBoundary and source
identity Measured 2 Canonical identity row plus public typed identifiers.
source=authors, author_identifiers
papers Measured 50 of 50 bounded rows Rows attributed to this author UUID in the Pith corpus.
source=paper_authors
works Measured zero 0 of 0 bounded rows Imported works not duplicated by the paper ledger.
source=author_works
reviews Measured 7 of 50 bounded rows Coverage count only. No review outcome is projected onto the person.
source=current_verdicts
citations Measured 7 of 50 bounded rows Counts remain itemized by work and source.
source=cited_works
coauthors Measured 50 of 50 bounded rows Shared-work edges from admitted paper rows.
source=paper_authors
account Unavailable No public count of 1 bounded rows Account metadata is separate from corpus evidence.
source=users.author_id
Public identity sources
  • name variant
    Min Huang
    backfill
    confidence 0.6
Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

  • math.RT8 rows
  • math.RA5 rows
  • physics.optics5 rows
  • cs.CV3 rows
  • cs.LG3 rows
  • math.AP3 rows
  • cs.NE2 rows
  • math-ph2 rows
  • math.CA2 rows
  • math.NT2 rows
  • math.QA2 rows
  • physics.app-ph2 rows
  • astro-ph1 rows
  • cs.DC1 rows
  • cs.HC1 rows
  • cs.IR1 rows
  • cs.SE1 rows
  • eess.IV1 rows
  • eess.SY1 rows
  • hep-ph1 rows
  • physics.ins-det1 rows
  • q-fin.CP1 rows
  • quant-ph1 rows
  • 19971 rows
  • 20092 rows
  • 20112 rows
  • 20122 rows
  • 20143 rows
  • 20153 rows
  • 20162 rows
  • 20172 rows
  • 20184 rows
  • 20193 rows
  • 20202 rows
  • 20212 rows
  • 20221 rows
  • 20236 rows
  • 20245 rows
  • 20253 rows
  • 20267 rows
Shared-work index
Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.