Jingyu Zhang
22 papers · 2021–2025 · 10 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (55) π Conference Polyglot Β· Gold π£ Hot Topic Early Bird π€ Dynamic Duo (12)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
π
Century Club Β· Bronze
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Keyword Collector
(113)
Venues
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Research topics
Artificial Intelligence
(18)
Core AI
(18)
Machine Learning
(15)
Natural Language Processing
(12)
Deep Learning
(9)
Learning Types Β· Machine Learning
(7)
Application Areas
(6)
Applications
(5)
Generation
(5)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(4)
Computer Vision
(3)
Core Methods
(3)
Optimization & Theory Β· Deep Learning
(3)
Optimization & Theory Β· Machine Learning
(3)
Keywords
large language model
(7)
collaborative perception
(3)
text classification
(2)
multi-agent system
(2)
feature fusion
(2)
model evaluation
(2)
autonomous vehicle
(2)
text generation
(2)
locality sensitive hashing
(2)
semantic watermark
(2)
semantic representation
(2)
machine-generated text detection
(2)
named entity recognition
(1)
preference learning
(1)
social media analysis
(1)
object detection
(1)
transfer learning
(1)
machine translation
(1)
continuous optimization
(1)
knowledge distillation
(1)
Papers
Certified Mitigation of Worst-Case LLM Copyright Infringement
EMNLP 2025
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
ICLR 2025
Core: Robust Factual Precision with Informative Sub-Claim Identification
ACL 2025
DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions
AAAI 2025
Jailbreak Distillation: Renewable Safety Benchmarking
EMNLP 2025
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning
ACL 2025
SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses
AAAI 2025
TurkingBench: A Challenge Benchmark for Web Agents
NAACL 2025
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data
NAACL 2025
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
NeurIPS 2024
ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments
CVPR 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text
ACL 2024
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation
NAACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
ACL 2024
An Efficient Multi-solution Solver for the Inverse Kinematics of 3-Section Constant-Curvature Robots
RSS 2023
Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning
ACL 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation
ACL 2023
On the Zero-Shot Generalization of Machine-Generated Text Detectors
EMNLP 2023
PCFG-Based Natural Language Interface Improves Generalization for Controlled Text Generation
ACL 2023
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception
ICCV 2023
Changes in Tweet Geolocation over Time: A Study with Carmen 2.0
COLING 2022
Study of Manifestation of Civil Unrest on Twitter
EMNLP 2021