Yihua Zhang

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×5 ACL ×3 ICLR ×3 ICML ×3 EMNLP ×2 AAAI ×1 CVPR ×1 ECCV ×1 ICCV ×1

Frequent coauthors

Sijia Liu

×20

Jinghan Jia

×12

Jiancheng Liu

×7

Chongyu Fan

×6

Yimeng Zhang

×6

Tianlong Chen

×4

Changsheng Wang

×3

Parikshit Ram

×3

Dennis Wei

×3

Nathalie Baracaldo

×3

Gaowen Liu

×3

Mingyi Hong

×3

Papers

ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
ACL 2026 · Yihua Zhang,
Mingfu Liang
,
Jiyan Yang
,
Rong Jin
,
Wen-Yen Chen
,
Yiping Han
,
Huayu Li
,
Buyun Zhang
,
Liang Luo
,
Luke Simon
,
Sijia Liu
,
Tianlong Chen
,
Xi Liu
Unlearners Can Lie: Evaluating and Improving Honesty in LLM Unlearning
ACL 2026 ·
Renjie Gu
,
Jiazhen Du
, Yihua Zhang,
Sijia Liu
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing
CVPR 2025 ·
Hanhui Wang
, Yihua Zhang,
Ruizheng Bai
,
Yue Zhao
,
Sijia Liu
,
Zhengzhong Tu
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
ICML 2025 ·
Changsheng Wang
, Yihua Zhang,
Jinghan Jia
,
Parikshit Ram
,
Dennis Wei
,
Yuguang Yao
,
Soumyadeep Pal
,
Nathalie Baracaldo
,
Sijia Liu
Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design
ICCV 2025 ·
Yuhao Sun
, Yihua Zhang,
Gaowen Liu
,
Hongtao Xie
,
Sijia Liu
One Token Embedding Is Enough to Deadlock Your Large Reasoning Model
NeurIPS 2025 ·
Mohan Zhang
, Yihua Zhang,
Jinghan Jia
,
Zhangyang (Atlas) Wang
,
Sijia Liu
,
Tianlong Chen
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
EMNLP 2025 ·
Changsheng Wang
,
Chongyu Fan
, Yihua Zhang,
Jinghan Jia
,
Dennis Wei
,
Parikshit Ram
,
Nathalie Baracaldo
,
Sijia Liu
SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?
ACL 2025 ·
Haomin Zhuang
, Yihua Zhang,
Kehan Guo
,
Jinghan Jia
,
Gaowen Liu
,
Sijia Liu
,
Xiangliang Zhang
The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias Optimization
NeurIPS 2025 · Yihua Zhang,
Changsheng Wang
,
Yiwei Chen
,
Chongyu Fan
,
Jinghan Jia
,
Sijia Liu
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
ICML 2025 ·
Chongyu Fan
,
Jinghan Jia
, Yihua Zhang,
Anil Ramakrishna
,
Mingyi Hong
,
Sijia Liu
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective
AAAI 2025 ·
Can Jin
,
Tianjin Huang
, Yihua Zhang,
Mykola Pechenizkiy
,
Sijia Liu
,
Shiwei Liu
,
Tianlong Chen
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
ICLR 2025 ·
Hongkang Li
, Yihua Zhang,
Shuai Zhang
,
Pin-Yu Chen
,
Sijia Liu
,
Meng Wang
DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training
ICLR 2024 ·
Aochuan Chen
,
Yimeng Zhang
,
Jinghan Jia
,
James Diffenderfer
,
Konstantinos Parasyris
,
Jiancheng Liu
, Yihua Zhang,
Zheng Zhang
,
Bhavya Kailkhura
,
Sijia Liu
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
NeurIPS 2024 ·
Yimeng Zhang
,
Xin Chen
,
Jinghan Jia
, Yihua Zhang,
Chongyu Fan
,
Jiancheng Liu
,
Mingyi Hong
,
Ke Ding
,
Sijia Liu
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
ICML 2024 · Yihua Zhang,
Pingzhi Li
,
Junyuan Hong
,
Jiaxiang Li
,
Yimeng Zhang
,
Wenqing Zheng
,
Pin-Yu Chen
,
Jason D. Lee
,
Wotao Yin
,
Mingyi Hong
,
Zhangyang Wang
,
Sijia Liu
,
Tianlong Chen
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
EMNLP 2024 ·
Jinghan Jia
, Yihua Zhang,
Yimeng Zhang
,
Jiancheng Liu
,
Bharat Runwal
,
James Diffenderfer
,
Bhavya Kailkhura
,
Sijia Liu
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
ICLR 2024 ·
Chongyu Fan
,
Jiancheng Liu
, Yihua Zhang,
Eric Wong
,
Dennis Wei
,
Sijia Liu
To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy to Generate Unsafe Images ... For Now
ECCV 2024 ·
Yimeng Zhang
,
Jinghan Jia
,
Xin Chen
,
Aochuan Chen
, Yihua Zhang,
Jiancheng Liu
,
Ke Ding
,
Sijia Liu
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
NeurIPS 2024 · Yihua Zhang,
Chongyu Fan
,
Yimeng Zhang
,
Yuguang Yao
,
Jinghan Jia
,
Jiancheng Liu
,
Gaoyuan Zhang
,
Gaowen Liu
,
Ramana Kompella
,
Xiaoming Liu
,
Sijia Liu
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
NeurIPS 2024 ·
Jinghan Jia
,
Jiancheng Liu
, Yihua Zhang,
Parikshit Ram
,
Nathalie Baracaldo
,
Sijia Liu