Researcher Evidence Record

Manxi Lin

This bounded record lists 15 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.CV, eess.IV, cs.IR work dated 2021 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.

Identity 2 canonical identity row plus typed public identifiers Pith papers 15 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 2 of 15 papers carrying a current Pith review; presence, not outcome Sourced citations 2 of 15 works with a source-named citation count Coauthors 50 distinct coauthors across shared paper rows

Enumerated paper scope: 4 fields (cs.CV, eess.IV, cs.IR, +1 more) · 2021-2026 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.

2026 Pith paper

ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping

cs.IR provisional current review present

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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.
2026 Pith paper

From Baselines to Transport Geodesics: Axiomatic Attribution via Optimal Generative Flows

cs.LG provisional current review present

paper paper evidence challenge this paper

Sources and evidence

Authorship source

backfill

Printed name

Manxi Lin

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.
2025 Pith paper
MIRAGE: Towards AI-Generated Image Detection in the Wild

cs.CV provisional measured, no current review

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

arxiv_oai

Printed name

Manxi Lin

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

3 pith inbound references from cited_work_pith_inbound_counts
2024 Pith paper

Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models

eess.IV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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.
2024 Pith paper

Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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

Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment

eess.IV provisional measured, no current review

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

arxiv_oai

Printed name

Manxi Lin

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 external cited by from arxiv_reference

1 pith inbound references from cited_work_pith_inbound_counts
2024 Pith paper

Shortcut Learning in Medical Image Segmentation

eess.IV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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.
2024 Pith paper

S^2Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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.
2024 Pith paper

Learning semantic image quality for fetal ultrasound from noisy ranking annotation

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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

An Automatic Guidance and Quality Assessment System for Doppler Imaging of Umbilical Artery

eess.IV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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

Removing confounding information from fetal ultrasound images

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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

Explainable fetal ultrasound quality assessment with progressive concept bottleneck models

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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.
2022 Pith paper

DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation

eess.IV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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

diffConv: Analyzing Irregular Point Clouds with an Irregular View

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manxi Lin

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.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	15 of 15 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	2 of 15 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	2 of 15 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	50 of 15 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
Manxi Lin 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.CV8 rows
eess.IV5 rows
cs.IR1 rows
cs.LG1 rows
20211 rows
20222 rows
20232 rows
20247 rows
20251 rows
20262 rows

Shared-work index

Aasa Feragen10 shared rows
paper_authors
Alberto Raheli2 shared rows
paper_authors
Anders Nymark1 shared rows
paper_authors
Anders Nymark Christensen7 shared rows
paper_authors
Bo Zheng2 shared rows
paper_authors
Caroline Taks{\o}e-Vester1 shared rows
paper_authors
Cenwei Zhang1 shared rows
paper_authors
Chenchi Zhang1 shared rows
paper_authors
Cheng Xia1 shared rows
paper_authors
Chun Kit Wong2 shared rows
paper_authors
Dan Ou1 shared rows
paper_authors
Diandian Guo2 shared rows
paper_authors
Dunxian Huang1 shared rows
paper_authors
Emilie Pi Fogtmann Sejer1 shared rows
paper_authors
Haibin Chen1 shared rows
paper_authors
Haihong Tang1 shared rows
paper_authors
Hao Chang1 shared rows
paper_authors
He Tang1 shared rows
paper_authors
Hongda Guo1 shared rows
paper_authors
Honghao Fu1 shared rows
paper_authors
Huimin Yi1 shared rows
paper_authors
Jakob Ambsdorf2 shared rows
paper_authors
Jiacheng Chen1 shared rows
paper_authors
Jialun Pei2 shared rows
paper_authors
Jiexiang Tan1 shared rows
paper_authors
Jingxuan Feng1 shared rows
paper_authors
Jingyang Zhang1 shared rows
paper_authors
Ju Huang1 shared rows
paper_authors
Junjun Zheng2 shared rows
paper_authors
Ka Fung Peter Chiu1 shared rows
paper_authors
Kamil Mikolaj3 shared rows
paper_authors
Lei You1 shared rows
paper_authors
Lin Zhu1 shared rows
paper_authors
Mads Nielsen2 shared rows
paper_authors
Markus Ditlev Sj{\o}gren Olsen1 shared rows
paper_authors
Martin Gr{\o}nneb{\ae}k Tolsgaard5 shared rows
paper_authors
Martin Tolsgaard3 shared rows
paper_authors
Mengyan Li1 shared rows
paper_authors
Morten Bo S{\o}ndergaard Svendsen6 shared rows
paper_authors
Nina Weng2 shared rows
paper_authors
Paraskevas Pegios3 shared rows
paper_authors
Pheng-Ann Heng2 shared rows
paper_authors
Qi Dou1 shared rows
paper_authors
Qiu Shen1 shared rows
paper_authors
Shaolin Ye1 shared rows
paper_authors
Xiangheng Kong2 shared rows
paper_authors
Xiaoxiong Du2 shared rows
paper_authors
Yueming Jin2 shared rows
paper_authors
Yuning Jiang2 shared rows
paper_authors
Zahra Bashir7 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.