Kenji Kawaguchi

41 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICML ×10 ICLR ×8 ACL ×7 NeurIPS ×7 NAACL ×3 AAAI ×2 EMNLP ×2 CVPR ×1 ECCV ×1

Frequent coauthors

Yiran Zhao

×9

Michael Shieh

×8

Min-Yen Kan

×6

Do Xuan Long

×6

Tat-Seng Chua

×6

Wenxuan Zhang

×5

Nancy F. Chen

×5

Tianyang Hu

×5

Zhiyuan Liu

×5

Xiang Wang

×5

Shafiq Joty

×4

Sihang Li

×4

Papers

ComicVQA: A Benchmark for Visual Reasoning in Multimodal LLMs
ACL 2026 ·
Esther Gan
,
Hannah Brown
,
David Herel
, Kenji Kawaguchi,
Min-Yen Kan
,
Michael Qizhe Shieh
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
NAACL 2025 ·
Yiran Zhao
,
Wenxuan Zhang
,
Huiming Wang
, Kenji Kawaguchi,
Lidong Bing
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
ACL 2025 ·
Do Xuan Long
,
Duong Ngoc Yen
,
Do Xuan Trong
,
Anh Tuan Luu
, Kenji Kawaguchi,
Shafiq Joty
,
Min-Yen Kan
,
Nancy F. Chen
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
NAACL 2025 ·
Haonan Wang
,
Minbin Huang
,
Runhui Huang
,
Lanqing Hong
,
Hang Xu
,
Tianyang Hu
,
Xiaodan Liang
,
Zhenguo Li
,
Hong Cheng
, Kenji Kawaguchi
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
NAACL 2025 ·
Do Xuan Long
,
Ngoc-Hai Nguyen
,
Tiviatis Sim
,
Hieu Dao
,
Shafiq Joty
, Kenji Kawaguchi,
Nancy F. Chen
,
Min-Yen Kan
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
ICLR 2025 ·
Seanie Lee
,
Minsu Kim
,
Lynn Cherif
,
David Dobre
,
Juho Lee
,
Sung Ju Hwang
, Kenji Kawaguchi,
Gauthier Gidel
,
Yoshua Bengio
,
Nikolay Malkin
,
Moksh Jain
Minimalist Concept Erasure in Generative Models
ICML 2025 ·
Yang Zhang
,
Er Jin
,
Yanfei Dong
,
Yixuan Wu
,
Philip Torr
,
Ashkan Khakzar
,
Johannes Stegmaier
, Kenji Kawaguchi
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
ICLR 2025 ·
Zhiyuan Liu
,
Yanchen Luo
,
Han Huang
,
Enzhi Zhang
,
Sihang Li
,
Junfeng Fang
,
Yaorui Shi
,
Xiang Wang
, Kenji Kawaguchi,
Tat-Seng Chua
Pruning General Large Language Models into Customized Expert Models
ACL 2025 ·
Yiran Zhao
,
Guizhen Chen
, Kenji Kawaguchi,
Lidong Bing
,
Wenxuan Zhang
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation
NeurIPS 2025 ·
Yihong Luo
,
Tianyang Hu
,
Weijian Luo
, Kenji Kawaguchi,
Jing Tang
Single Character Perturbations Break LLM Alignment
AAAI 2025 ·
Leon Lin
,
Hannah Brown
, Kenji Kawaguchi,
Michael Shieh
The Emergence of Abstract Thought in Large Language Models Beyond Any Language
NeurIPS 2025 ·
Yuxin Chen
,
Yiran Zhao
,
Yang Zhang
,
An Zhang
, Kenji Kawaguchi,
Shafiq Joty
,
Junnan Li
,
Tat-Seng Chua
,
Michael Qizhe Shieh
,
Wenxuan Zhang
Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
NeurIPS 2025 ·
Yanchen Luo
,
Zhiyuan Liu
,
Yi Zhao
,
Sihang Li
,
Hengxing Cai
, Kenji Kawaguchi,
Tat-Seng Chua
,
Yang Zhang
,
Xiang Wang
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
ICLR 2025 ·
Yiran Zhao
,
Wenxuan Zhang
,
Yuxi Xie
,
Anirudh Goyal
, Kenji Kawaguchi,
Michael Shieh
Unnatural Languages Are Not Bugs but Features for LLMs
ICML 2025 ·
Keyu Duan
,
Yiran Zhao
,
Zhili Feng
,
Jinjie Ni
,
Tianyu Pang
,
Qian Liu
,
Tianle Cai
,
Longxu Dou
, Kenji Kawaguchi,
Anirudh Goyal
,
J. Zico Kolter
,
Michael Qizhe Shieh
What Makes a Good Natural Language Prompt?
ACL 2025 ·
Do Xuan Long
,
Duy Dinh
,
Ngoc-Hai Nguyen
, Kenji Kawaguchi,
Nancy F. Chen
,
Shafiq Joty
,
Min-Yen Kan
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
NeurIPS 2024 ·
Yiran Zhao
,
Wenyue Zheng
,
Tianle Cai
,
Do Xuan Long
, Kenji Kawaguchi,
Anirudh Goyal
,
Michael Qizhe Shieh
Deep Regression Representation Learning with Topology
ICML 2024 ·
Shihao Zhang
, Kenji Kawaguchi,
Angela Yao
Drug Discovery with Dynamic Goal-aware Fragments
ICML 2024 ·
Seul Lee
,
Seanie Lee
, Kenji Kawaguchi,
Sung Ju Hwang
Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models
ECCV 2024 ·
Yang Zhang
,
Teoh Tze Tzun
,
Lim Wei Hern
, Kenji Kawaguchi
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers
ICML 2024 ·
Brian K. Chen
,
Tianyang Hu
,
Hui Jin
,
Hwee Kuan Lee
, Kenji Kawaguchi
How do Large Language Models Handle Multilingualism?
NeurIPS 2024 ·
Yiran Zhao
,
Wenxuan Zhang
,
Guizhen Chen
, Kenji Kawaguchi,
Lidong Bing
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
NeurIPS 2024 ·
Qianli Shen
,
Yezhen Wang
,
Zhouhao Yang
,
Xiang Li
,
Haonan Wang
,
Yang Zhang
,
Jonathan Scarlett
,
Zhanxing Zhu
, Kenji Kawaguchi
Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models
EMNLP 2024 ·
Do Xuan Long
,
Duong Ngoc Yen
,
Anh Tuan Luu
, Kenji Kawaguchi,
Min-Yen Kan
,
Nancy F. Chen
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
ICML 2024 ·
Chang Chen
,
Junyeob Baek
,
Fei Deng
, Kenji Kawaguchi,
Caglar Gulcehre
,
Sungjin Ahn
Prompt Optimization via Adversarial In-Context Learning
ACL 2024 ·
Do Xuan Long
,
Yiran Zhao
,
Hannah Brown
,
Yuxi Xie
,
James Xu Zhao
,
Nancy F. Chen
, Kenji Kawaguchi,
Michael Shieh
,
Junxian He
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
ACL 2024 ·
Zhiyuan Liu
,
An Zhang
,
Hao Fei
,
Enzhi Zhang
,
Xiang Wang
, Kenji Kawaguchi,
Tat-Seng Chua
ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
ACL 2024 ·
Zhiyuan Liu
,
Yaorui Shi
,
An Zhang
,
Sihang Li
,
Enzhi Zhang
,
Xiang Wang
, Kenji Kawaguchi,
Tat-Seng Chua
Reasoning Robustness of LLMs to Adversarial Typographical Errors
EMNLP 2024 ·
Esther Gan
,
Yiran Zhao
,
Liying Cheng
,
Yancan Mao
,
Anirudh Goyal
, Kenji Kawaguchi,
Min-Yen Kan
,
Michael Shieh
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion
ICML 2024 ·
Xuantong Liu
,
Tianyang Hu
,
Wenjia Wang
, Kenji Kawaguchi,
Yuan Yao
Scalable and Effective Implicit Graph Neural Networks on Large Graphs
ICLR 2024 ·
Juncheng Liu
,
Bryan Hooi
, Kenji Kawaguchi,
Yiwei Wang
,
Chaosheng Dong
,
Xiaokui Xiao
Self-Supervised Dataset Distillation for Transfer Learning
ICLR 2024 ·
Dong Bok Lee
,
Seanie Lee
,
Joonho Ko
, Kenji Kawaguchi,
Juho Lee
,
Sung Ju Hwang
Simple Hierarchical Planning with Diffusion
ICLR 2024 ·
Chang Chen
,
Fei Deng
, Kenji Kawaguchi,
Caglar Gulcehre
,
Sungjin Ahn
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
NeurIPS 2024 ·
Zekun Shi
,
Zheyuan Hu
,
Min Lin
, Kenji Kawaguchi
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
ICML 2024 ·
Haonan Wang
,
Qianli Shen
,
Yao Tong
,
Yang Zhang
, Kenji Kawaguchi
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
ICML 2024 ·
Jiajun Ma
,
Shuchen Xue
,
Tianyang Hu
,
Wenjia Wang
,
Zhaoqiang Liu
,
Zhenguo Li
,
Zhi-Ming Ma
, Kenji Kawaguchi
Towards 3D Molecule-Text Interpretation in Language Models
ICLR 2024 ·
Sihang Li
,
Zhiyuan Liu
,
Yanchen Luo
,
Xiang Wang
,
Xiangnan He
, Kenji Kawaguchi,
Tat-Seng Chua
,
Qi Tian
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding
AAAI 2024 ·
Depeng Li
,
Tianqi Wang
,
Junwei Chen
,
Qining Ren
, Kenji Kawaguchi,
Zhigang Zeng
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
ICLR 2024 ·
Yingtian Zou
, Kenji Kawaguchi,
Yingnan Liu
,
Jiashuo Liu
,
Mong-Li Lee
,
Wynne Hsu
Unsupervised Concept Discovery Mitigates Spurious Correlations
ICML 2024 ·
Md Rifat Arefin
,
Yan Zhang
,
Aristide Baratin
,
Francesco Locatello
,
Irina Rish
,
Dianbo Liu
, Kenji Kawaguchi
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models
CVPR 2024 ·
Xiang Li
,
Qianli Shen
, Kenji Kawaguchi