Jiaqi W. Ma
7 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ACL (2)
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
influence function
(2)
data attribution
(2)
subset selection
(1)
greedy algorithm
(1)
data selection
(1)
vision-language model
(1)
instruction fine-tuning
(1)
training datum
(1)
model interpretation
(1)
abstract reasoning
(1)
llm safety
(1)
influence score
(1)
verbatim memorization
(1)
copyright detection
(1)
perception bottleneck
(1)
abstraction and reasoning corpus
(1)
balanced performance
(1)
capability diversity
(1)
subpopulation performance
(1)
jailbreak probing
(1)
Papers
Your Reasoning Benchmark May Not Test Reasoning: Revealing Perception Bottleneck in Abstract Reasoning Benchmarks
ACL 2026
Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
ACL 2026
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss
ICML 2025
Adversarial Attacks on Data Attribution
ICLR 2025
Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities
EMNLP 2025
Most Influential Subset Selection: Challenges, Promises, and Beyond
NIPS 2024
$\texttt{dattri}$: A Library for Efficient Data Attribution
NIPS 2024