Researcher Evidence Record

Wentian Zhang

This bounded record lists 14 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.CV, econ.GN work dated 2020 to 2024. 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.

Identity 2 canonical identity row plus typed public identifiers Pith papers 14 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 14 papers carrying a current Pith review; presence, not outcome Sourced citations 3 of 14 works with a source-named citation count Coauthors 26 distinct coauthors across shared paper rows

Enumerated paper scope: 2 fields (cs.CV, econ.GN) · 2020-2024 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.

2024 Pith paper
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

cs.CV provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Wentian Zhang

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
2024 Pith paper
Faster Diffusion via Temporal Attention Decomposition

cs.CV provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Wentian Zhang

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

10 pith inbound references from cited_work_pith_inbound_counts
2024 Pith paper

Fingerprint Presentation Attack Detector Using Global-Local Model

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2024 Pith paper

Dual Teacher Knowledge Distillation with Domain Alignment for Face Anti-spoofing

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2023 Pith paper

The Effect of Antitrust Enforcement on Venture Capital Investments

econ.GN provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2023 Pith paper
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

cs.CV provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Wentian Zhang

Author position

5

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
2023 Pith paper

Dynamically Masked Discriminator for Generative Adversarial Networks

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2023 Pith paper

Improving GAN Training via Feature Space Shrinkage

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2022 Pith paper

Decoupled Mixup for Generalized Visual Recognition

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2022 Pith paper

A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2021 Pith paper

FRT-PAD: Effective Presentation Attack Detection Driven by Face Related Task

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2021 Pith paper

Fingerprint Presentation Attack Detection by Channel-wise Feature Denoising

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2021 Pith paper

Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.
2020 Pith paper

A Zero-Shot based Fingerprint Presentation Attack Detection System

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Wentian Zhang

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.

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.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	14 of 14 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 zero	0 of 14 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	3 of 14 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	26 of 14 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
Wentian Zhang backfill
confidence 0.6

identity history

Enumerated research scope

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

cs.CV13 rows
econ.GN1 rows
20201 rows
20213 rows
20222 rows
20234 rows
20244 rows

Shared-work index

Bernard Ghanem4 shared rows
paper_authors
Bing Li4 shared rows
paper_authors
Christoph Busch1 shared rows
paper_authors
Feng Liu6 shared rows
paper_authors
Francesco Faccio1 shared rows
paper_authors
Guojie Liu1 shared rows
paper_authors
Haoqian Wu3 shared rows
paper_authors
Haozhe Liu12 shared rows
paper_authors
J\"urgen Schmidhuber2 shared rows
paper_authors
Jinheng Xie4 shared rows
paper_authors
Juan-Manuel Perez-Rua1 shared rows
paper_authors
Kaihao Zhang1 shared rows
paper_authors
Linlin Shen3 shared rows
paper_authors
Mengmeng Xu1 shared rows
paper_authors
Mike Zheng Shou2 shared rows
paper_authors
Nanjun He1 shared rows
paper_authors
Raghavendra Ramachandra3 shared rows
paper_authors
Tao Wang1 shared rows
paper_authors
Tao Xiang1 shared rows
paper_authors
Wenhan Luo2 shared rows
paper_authors
Xiaoying Tang1 shared rows
paper_authors
Yawen Huang4 shared rows
paper_authors
Yefeng Zheng4 shared rows
paper_authors
Yuexiang Li5 shared rows
paper_authors
Zhe Kong3 shared rows
paper_authors
Ziqi Zhang1 shared rows
paper_authors

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.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.