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Researcher Evidence Record

Vikas Kumar

This bounded record lists 49 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include nucl-th, cs.IR, cs.LG work dated 2013 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: 15 fields (nucl-th, cs.IR, cs.LG, +12 more) · 2013-2026 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

    Reexamining zero-shot summarization: Empirical investigation of trustworthiness of LLM-summarizers

    cs.AI provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    Author position
    3
    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

    Simple Features and Honest Calibration for Ambivalence and Hesitancy Recognition in Video

    cs.CV provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  3. 2026 Pith paper

    PRecG: Legal Precedent Retrieval with Graph Neural Networks and Rhetorical Role Segmentation

    cs.CL provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    Author position
    3
    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

    Data-Efficient Curation for Multimodal Reasoning under Fixed Training Protocols

    cs.AI provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  5. 2025 Pith paper

    AugAbEx: Bridging Abstractive and Extractive Legal Summarization

    cs.CL provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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. 2025 Pith paper

    Context-Dependent Autonomic Responses in Social Anxiety During Cognitive-Emotional Stress

    q-bio.NC provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  7. 2025 Pith paper

    Geometric Preference Elicitation for Minimax Regret Optimization in Uncertainty Matroids

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  8. 2024 Pith paper

    Multimodal Fusion Learning with Dual Attention for Medical Imaging

    cs.CV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    Author position
    7
    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. 2024 Pith paper

    Study of $\beta^+$/EC-decay properties of $sd$ shell nuclei using nuclear shell model

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  10. 2024 Pith paper

    Citation-Based Summarization of Landmark Judgments

    cs.CL provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  11. 2024 Pith paper

    Routing Algorithms

    cs.NI provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  12. 2024 Pith paper

    Human Centered AI for Indian Legal Text Analytics

    cs.HC provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  13. 2024 Pith paper

    Infusing Knowledge into Large Language Models with Contextual Prompts

    cs.CL provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  14. 2023 Pith paper

    Deep dive into language traits of AI-generated Abstracts

    cs.CL provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  15. 2023 Pith paper

    Shell-model study of $\beta^+$/EC-decay half-lives for $Z = 21-30$ nuclei

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  16. 2023 Pith paper

    Lattice attack on group ring NTRU: The case of the dihedral group

    cs.CR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  17. 2023 Pith paper

    UniRecSys: A Unified Framework for Personalized, Group, Package, and Package-to-Group Recommendations

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  18. 2023 Pith paper

    Conformal Group Recommender System

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  19. 2023 Pith paper

    A Bibliographic Study on Artificial Intelligence Research: Global Panorama and Indian Appearance

    cs.DL provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  20. 2023 Pith paper

    Cross-domain Recommender Systems via Multimodal Domain Adaptation

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  21. 2023 Pith paper

    Data augmentation and refinement for recommender system: A semi-supervised approach using maximum margin matrix factorization

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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. 2023 Pith paper

    Personalized Summarization of Scientific Scholarly Texts

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  23. 2022 Pith paper

    Transfer of codebook latent factors for cross-domain recommendation with non-overlapping data

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  24. 2021 Pith paper

    Shell-model study for GT-strengths corresponding to $\beta$ decay of $^{60}$Ge and $^{62}$Ge

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  25. 2021 Pith paper

    Inductive Conformal Recommender System

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  26. 2021 Pith paper

    Reconfigurable Intelligent Surface-assisted Edge Computing to Minimize Delay in Task Offloading

    cs.IT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  27. 2021 Pith paper

    A Hinge-Loss based Codebook Transfer for Cross-Domain Recommendation with Nonoverlapping Data

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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. 2021 Pith paper

    The Interplay of Reconfigurable Intelligent Surfaces and Mobile Edge Computing in Future Wireless Networks: A Win-Win Strategy to 6G

    cs.NI provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  29. 2021 Pith paper

    OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas

    cs.CV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  30. 2021 Pith paper

    Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  31. 2021 Pith paper

    Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  32. 2021 Pith paper

    Emergency Department Optimization and Load Prediction in Hospitals

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  33. 2020 Pith paper

    Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition

    cs.CV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  34. 2020 Pith paper

    Shell model study of high-spin states and band terminations in $^{67}$As

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  35. 2019 Pith paper

    Gamow-Teller transition strengths for selected ${fp}$ shell nuclei

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  36. 2019 Pith paper

    Pattern Formation Study of an Eco-epidemiological Model with Cannibalism and Disease in Predator Population

    math.AP provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  37. 2019 Pith paper

    Collaborative Filtering and Multi-Label Classification with Matrix Factorization

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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. 2019 Pith paper

    Block based Singular Value Decomposition approach to matrix factorization for recommender systems

    cs.LG provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  39. 2019 Pith paper

    Committee Selection with Attribute Level Preferences

    cs.GT provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  40. 2018 Pith paper

    Group Preserving Label Embedding for Multi-Label Classification

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  41. 2017 Pith paper

    Multimodal Nonlinear Microscope based on a Compact Fiber-format Laser Source

    physics.optics provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  42. 2016 Pith paper

    Spectroscopic factor strengths using $ab ~ initio$ approaches

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  43. 2016 Pith paper

    High-spin structure of $^{87}$Sr and $^{87}$Zr nuclei : shell model interpretation

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  44. 2016 Pith paper

    Nuclear $\beta^-$-decay half-lives for $fp$ and $fpg$ shell nuclei

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  45. 2015 Pith paper

    Shell model description of Gamow-Teller strengths in $pf$-shell nuclei

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  46. 2015 Pith paper

    High-spin structures of $^{77,79,81,83}$As isotopes

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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. 2014 Pith paper

    Analysis of proton and neutron pair breakings: High-spin structures of $^{124-127}$Te isotopes

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  48. 2014 Pith paper

    High-spin structures of $^{86,87,88,89}$Y: a shell model interpretation

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.
  49. 2013 Pith paper

    Structure of odd $^{79,81,83}$Se isotopes with proton and neutron excitations across $Z=28$ AND $N= 40$

    nucl-th provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Vikas Kumar
    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.

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 49 of 49 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 6 of 49 bounded rows Coverage count only. No review outcome is projected onto the person.
source=current_verdicts
citations Measured zero 0 of 49 bounded rows Counts remain itemized by work and source.
source=cited_works
coauthors Measured 50 of 49 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
    Vikas Kumar
    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.

  • nucl-th13 rows
  • cs.IR8 rows
  • cs.LG7 rows
  • cs.CL5 rows
  • cs.CV4 rows
  • cs.AI2 rows
  • cs.NI2 rows
  • cs.CR1 rows
  • cs.DL1 rows
  • cs.GT1 rows
  • cs.HC1 rows
  • cs.IT1 rows
  • math.AP1 rows
  • physics.optics1 rows
  • q-bio.NC1 rows
  • 20131 rows
  • 20142 rows
  • 20152 rows
  • 20163 rows
  • 20171 rows
  • 20181 rows
  • 20195 rows
  • 20202 rows
  • 20219 rows
  • 20221 rows
  • 20239 rows
  • 20246 rows
  • 20253 rows
  • 20264 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.