Yulin Chen

20 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×10 EMNLP ×3 AAAI ×2 CHI ×1 KR ×1 NAACL ×1 NeurIPS ×1 SDM ×1

Frequent coauthors

Haoran Li

×9

Yangqiu Song

×9

Bryan Hooi

×8

Yuan Sui

×5

Yue Liu

×5

Yin Zhang

×4

Yufei He

×4

Huihao Jing

×2

Wenbin Hu

×2

Sirui Han

×2

Bo Yuan

×2

Tri Cao

×2

Papers

Causal Discovery as Dialectical Aggregation: A Quantitative Argumentation Framework
KR 2026 ·
Sheng Wei
, Yulin Chen,
Beishui Liao
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance
ACL 2026 ·
Haoran Li
, Yulin Chen,
Huihao Jing
,
Wenbin Hu
,
Tsz Ho Li
,
Chanhou Lou
,
Hong Ting Tsang
,
Sirui Han
,
Yangqiu Song
EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics
ACL 2026 ·
Zhichen Tang
,
Zhengzheng Dang
, Yulin Chen,
Jixin Wu
,
Haiwen Li
,
Yanming Wang
Learning on Imbalanced Noisy Data via Debiased Sample Selection and LLM-Driven Annotation
ACL 2026 ·
Bo Yuan
, Yulin Chen,
Yin Zhang
Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models
ACL 2026 ·
Yuan Sui
,
Yufei He
,
Tri Cao
,
Sophia Simeng Han
, Yulin Chen,
Bryan Hooi
One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow
AAAI 2026 ·
Zeyuan Wang
,
Da Li
, Yulin Chen,
Ye Shi
,
Liang Bai
,
Tianyuan Yu
,
Yanwei Fu
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
ACL 2026 · Yulin Chen,
Haoran Li
,
Yuan Sui
,
Yue Liu
,
Yufei He
,
Xiaoling Bai
,
Chi Fei
,
Li Yabo
,
Haozhe Ma
,
Yangqiu Song
,
Bryan Hooi
Understanding Parents' Desires in Moderating Children's Interactions with GenAI Chatbots through LLM-Generated Probes
CHI 2026 ·
John Driscoll
, Yulin Chen,
Viki Shi
,
Izak Vucharatavintara
,
Yaxing Yao
,
Haojian Jin
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
EMNLP 2025 · Yulin Chen,
Haoran Li
,
Yuan Sui
,
Yangqiu Song
,
Bryan Hooi
Can Indirect Prompt Injection Attacks Be Detected and Removed?
ACL 2025 · Yulin Chen,
Haoran Li
,
Yuan Sui
,
Yufei He
,
Yue Liu
,
Yangqiu Song
,
Bryan Hooi
Defense Against Prompt Injection Attack by Leveraging Attack Techniques
ACL 2025 · Yulin Chen,
Haoran Li
,
Zihao Zheng
,
Dekai Wu
,
Yangqiu Song
,
Bryan Hooi
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
EMNLP 2025 ·
Yufei He
,
Ruoyu Li
,
Alex Chen
,
Yue Liu
, Yulin Chen,
Yuan Sui
,
Cheng Chen
,
Yi Zhu
,
Luca Luo
,
Frank Yang
,
Bryan Hooi
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
NeurIPS 2025 ·
Yue Liu
,
Shengfang Zhai
,
Mingzhe Du
, Yulin Chen,
Tri Cao
,
Hongcheng Gao
,
Cheng Wang
,
Xinfeng Li
,
Kun Wang
,
Junfeng Fang
,
Jiaheng Zhang
,
Bryan Hooi
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
ACL 2025 ·
Haoran Li
,
Wenbin Hu
,
Huihao Jing
, Yulin Chen,
Qi Hu
,
Sirui Han
,
Tianshu Chu
,
Peizhao Hu
,
Yangqiu Song
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
NAACL 2025 ·
Haoran Li
,
Wei Fan
, Yulin Chen,
Cheng Jiayang
,
Tianshu Chu
,
Xuebing Zhou
,
Peizhao Hu
,
Yangqiu Song
Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models
AAAI 2025 ·
Haoran Li
, Yulin Chen,
Zihao Zheng
,
Qi Hu
,
Chunkit Chan
,
Heshan Liu
,
Yangqiu Song
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
EMNLP 2025 · Yulin Chen,
Haoran Li
,
Yuexin Li
,
Yue Liu
,
Yangqiu Song
,
Bryan Hooi
Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning
ACL 2025 ·
Bo Yuan
, Yulin Chen,
Yin Zhang
Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance
ACL 2024 ·
Bo Yuan
, Yulin Chen,
Yin Zhang
,
Wei Jiang
Label Distribution Learning-Enhanced Dual-KNN for Text Classification
SDM 2024 ·
Bo Yuan
, Yulin Chen,
Zhen Tan
,
Jinyan Wang
,
Huan Liu
,
Yin Zhang