Yi Zhang

49 papers at tracked venues · 29 at CORE A* · active 2024–2026

Venues

AAAI ×10 EMNLP ×7 ACL ×4 ACM MM ×4 MICCAI ×4 NeurIPS ×4 ICML ×2 DSN ×1 EACL ×1 ECAI ×1 ECCV ×1 ICCV ×1 ICDM ×1 IROS ×1 InterSpeech ×1 SDM ×1 SIGIR ×1 SIGKDD ×1 SIGMOD ×1 WACV ×1 WWW ×1

Frequent coauthors

Monica Sunkara

×4

Haibo Ding

×3

Lin Lee Cheong

×3

Bingbing Ni

×3

Jason Cai

×3

Yu Lei

×2

Bolei Ma

×2

Ziyuan Yang

×2

Joey Tianyi Zhou

×2

Yueyan Chen

×2

Shuai Wang

×2

Michelle Yuan

×2

Papers

Accelerating LLM Fine-Tuning via Embedding Knowledge Transfer
ACL 2026 ·
Meishu Peng
,
Ziyue Zhang
, Yi Zhang,
Pengyang Wang
,
Zixuan Yuan
,
Denghui Zhang
Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI
AAAI 2026 ·
Yu Lei
,
Xingyang Ge
, Yi Zhang,
Yiming Yang
,
Bolei Ma
Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access
AAAI 2026 ·
Ziyuan Yang
,
Ming Yan
, Yi Zhang,
Joey Tianyi Zhou
PowerRAG: Building Smarter and More Accurate RAG Systems with OceanBase's Multi-modal Retrieval
SIGMOD 2026 ·
Quanqing Xu
,
Chuanhui Yang
,
Feizhi Cai
,
Li Feng
,
Jiannan Ji
,
Zhifeng Yang
,
Guoping Wang
, Yi Zhang
PromptPrism: A Linguistically-Inspired Taxonomy for Prompts
EACL 2026 ·
Sullam Jeoung
,
Yueyan Chen
, Yi Zhang,
Shuai Wang
,
Haibo Ding
,
Lin Lee Cheong
Psyzkaller: Learning from Historical and On-the-Fly Execution Data for Smarter OS Kernel Fuzzing
DSN 2026 ·
Boyu Liu
,
Yang Zhang
,
Liang Cheng
, Yi Zhang,
Junjie Fan
,
Xiaoshan Sun
,
Yu Fu
,
Zhen Li
,
Dengguo Feng
SID-Coord: Coordinating Semantic IDs for ID-based Ranking in Short-Video Search
SIGIR 2026 ·
Guowen Li
,
Yuepeng Zhang
,
Shunyu Zhang
, Yi Zhang,
Xiaoze Jiang
,
Yi Wang
,
Jingwei Zhuo
TubeRMC: Tube-conditioned Reconstruction with Mutual Constraints for Weakly-supervised Spatio-Temporal Video Grounding
AAAI 2026 ·
Jinxuan Li
, Yi Zhang,
Jian-Fang Hu
,
Chaolei Tan
,
Tianming Liang
,
Beihao Xia
Unbiased Multimodal Reranking for Long-Tail Short-Video Search
WWW 2026 ·
Wenyi Xu
,
Feiran Zhu
,
Songyang Li
,
Renzhe Zhou
,
Chao Zhang
,
Chenglei Dai
,
Yuren Mao
,
Yunjun Gao
, Yi Zhang
Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting
AAAI 2026 ·
Feng Wang
,
Tianxiang Chen
,
Shuyue Wei
,
Qian Chu
, Yi Zhang,
Yifan Sun
,
Zhiming Zheng
VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness
AAAI 2026 ·
Qimao Chen
,
Fang Li
,
Shaoqing Xu
,
Zhiyi Lai
,
Zixun Xie
,
Yuechen Luo
,
Shengyin Jiang
,
Hanbing Li
,
Long Chen
,
Bing Wang
, Yi Zhang,
Zhi-Xin Yang
Adapting Frozen Mono-modal Backbones for Multi-Modal Registration via Contrast-Agnostic Instance Optimization
MICCAI 2025 · Yi Zhang,
Yidong Zhao
,
Qian Tao
Anomalous Sound Detection Based Feature Fusion and Dual-path Non-linear Independent Components Estimation
InterSpeech 2025 ·
Yawei Wang
,
Qiaoling Zhang
, Yi Zhang,
Junyao Hu
Attributive Reasoning for Hallucination Diagnosis of Large Language Models
AAAI 2025 ·
Yuyan Chen
,
Zehao Li
,
Shuangjie You
,
Zhengyu Chen
,
Jingwen Chang
, Yi Zhang,
Weinan Dai
,
Qingpei Guo
,
Yanghua Xiao
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
NeurIPS 2025 ·
Michelle Yuan
,
Khushbu Pahwa
,
Shuaichen Chang
,
Mustafa Kaba
,
Jiarong Jiang
,
Xiaofei Ma
, Yi Zhang,
Monica Sunkara
CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models
ACM MM 2025 ·
Wentao Liu
,
Qianjun Pan
, Yi Zhang,
Zhuo Liu
,
Ji Wu
,
Jie Zhou
,
Aimin Zhou
,
Qin Chen
,
Bo Jiang
,
Liang He
Copy or Not? Reference-Based Face Image Restoration with Fine Details
WACV 2025 ·
Min Jin Chong
,
Dejia Xu
, Yi Zhang,
Zhangyang Wang
,
David A. Forsyth
,
Gurunandan Krishnan
,
Yicheng Wu
,
Jian Wang
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
AAAI 2025 ·
Han He
,
Qianchu Liu
,
Lei Xu
,
Chaitanya Shivade
, Yi Zhang,
Sundararajan Srinivasan
,
Katrin Kirchhoff
DetTrack: Realizing Strong Identity Preservation in Multi-Object Tracking via exploration of Detection Information
ECAI 2025 · Yi Zhang,
Yi Su
,
Chen Luo
Efficient Sequential Recommendation for Long Term User Interest Via Personalization
ICDM 2025 ·
Qiang Zhang
,
Hanchao Yu
,
Ivan Ji
,
Chen Yuan
, Yi Zhang,
Chihuang Liu
,
Xiaolong Wang
,
Christopher E. Lambert
,
Ren Chen
,
Chen Kovacs
,
Xinzhu Bei
,
Renqin Cai
,
Rui Li
,
Lizhu Zhang
,
Xiangjun Fan
,
Qunshu Zhang
,
Benyu Zhang
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
ICML 2025 ·
Zecheng Hao
,
Qichao Ma
,
Kang Chen
, Yi Zhang,
Zhaofei Yu
,
Tiejun Huang
GaussianCross: Cross-modal Self-supervised 3D Representation Learning via Gaussian Splatting
ACM MM 2025 ·
Lei Yao
,
Yi Wang
, Yi Zhang,
Moyun Liu
,
Lap-Pui Chau
GrInAdapt: Source-Free Multi-target Domain Adaptation for Retinal Vessel Segmentation
MICCAI 2025 ·
Zixuan Liu
,
Aaron Honjaya
,
Yuekai Xu
, Yi Zhang,
Hefu Pan
,
Xin Wang
,
Linda G. Shapiro
,
Sheng Wang
,
Ruikang K. Wang
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
EMNLP 2025 ·
Aosong Feng
,
Balasubramaniam Srinivasan
,
Yun Zhou
,
Zhichao Xu
,
Kang Zhou
,
Sheng Guan
,
Yueyan Chen
,
Xian Wu
,
Ninad Kulkarni
, Yi Zhang,
Zhengyuan Shen
,
Dmitriy Bespalov
,
Soumya Smruti Mishra
,
Yifei Teng
,
Darren Yow-Bang Wang
,
Haibo Ding
,
Lin Lee Cheong
InstantSticker: Realistic Decal Blending via Disentangled Object Reconstruction
AAAI 2025 · Yi Zhang,
Xiaoyang Huang
,
Yishun Dou
,
Yue Shi
,
Rui Shi
,
Ye Chen
,
Bingbing Ni
,
Wenjun Zhang
KDD 2025 Workshop on Prompt Optimization
SIGKDD 2025 ·
Haibo Ding
,
Shuai Wang
,
Kiran Ramnath
, Yi Zhang,
Lin Lee Cheong
Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
NeurIPS 2025 ·
Dechen Zhang
,
Zhenmei Shi
, Yi Zhang,
Yingyu Liang
,
Difan Zou
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
EMNLP 2025 ·
ChengYan Wu
,
Bolei Ma
,
Yihong Liu
,
Zheyu Zhang
,
Ningyuan Deng
,
Yanshu Li
,
Baolan Chen
, Yi Zhang,
Yun Xue
,
Barbara Plank
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
ACM MM 2025 ·
Changtao Miao
, Yi Zhang,
Man Luo
,
Weiwei Feng
,
Kaiyuan Zheng
,
Qi Chu
,
Tao Gong
,
Jianshu Li
,
Yunfeng Diao
,
Wei Zhou
,
Joey Tianyi Zhou
,
Xiaoshuai Hao
MemInsight: Autonomous Memory Augmentation for LLM Agents
EMNLP 2025 ·
Rana Salama
,
Jason Cai
,
Michelle Yuan
,
Anna Currey
,
Monica Sunkara
, Yi Zhang,
Yassine Benajiba
On Synthetic Data Strategies for Domain-Specific Generative Retrieval
ACL 2025 ·
Haoyang Wen
,
Jiang Guo
, Yi Zhang,
Jiarong Jiang
,
Zhiguo Wang
RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation
ICCV 2025 ·
Yuhan Li
,
Xianfeng Tan
,
Wenxiang Shang
,
Yubo Wu
,
Jian Wang
,
Xuanhong Chen
, Yi Zhang,
Hangcheng Zhu
,
Bingbing Ni
Robotic Hand Tool Use with Contact-Based Demonstration: The Case of Cucumber Peeling
IROS 2025 ·
Lingzi Xie
,
Shuai Wang
,
Jingxiang Chen
,
Bidan Huang
, Yi Zhang,
Sicheng Yang
,
Yuyuan Chen
,
Wang Wei Lee
,
Jialong Yang
,
Tianliang Liu
,
Yu Zheng
,
Chenguang Yang
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection
EMNLP 2025 ·
Yubin Ge
,
Salvatore Romeo
,
Jason Cai
,
Monica Sunkara
, Yi Zhang
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
ACL 2025 ·
Yubin Ge
,
Salvatore Romeo
,
Jason Cai
,
Raphael Shu
,
Yassine Benajiba
,
Monica Sunkara
, Yi Zhang
Testing Conditional Mean Independence Using Generative Neural Networks
ICML 2025 · Yi Zhang,
Linjun Huang
,
Yun Yang
,
Xiaofeng Shao
Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift
NeurIPS 2025 · Yi Zhang,
Elynn Chen
,
Yujun Yan
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
ACL 2024 ·
Dennis Ulmer
,
Elman Mansimov
,
Kaixiang Lin
,
Lijia Sun
,
Xibin Gao
, Yi Zhang
FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly
AAAI 2024 ·
Yuhan Li
,
Yishun Dou
,
Yue Shi
,
Yu Lei
,
Xuanhong Chen
, Yi Zhang,
Peng Zhou
,
Bingbing Ni
Inject Backdoor in Measured Data to Jeopardize Full-Stack Medical Image Analysis System
MICCAI 2024 ·
Ziyuan Yang
,
Yingyu Chen
,
Mengyu Sun
, Yi Zhang
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
AAAI 2024 ·
Yuying Zhao
,
Yu Wang
, Yi Zhang,
Pamela J. Wisniewski
,
Charu C. Aggarwal
,
Tyler Derr
Light POI-Guided Conversational Recommender System based on Adaptive Space
SDM 2024 ·
Meng Yuan
,
Fuwei Zhang
,
Yiqi Tong
,
Yuxin Ying
,
Fuzhen Zhuang
,
Deqing Wang
,
Baoxing Huai
, Yi Zhang,
Jia Su
Lite-SAM Is Actually What You Need for Segment Everything
ECCV 2024 ·
Jianhai Fu
,
Yuanjie Yu
,
Ningchuan Li
, Yi Zhang,
Qichao Chen
,
Jianping Xiong
,
Jun Yin
,
Zhiyu Xiang
MARCO: Multi-Agent Real-time Chat Orchestration
EMNLP 2024 ·
Anubhav Shrimal
,
Stanley Kanagaraj
,
Kriti Biswas
,
Swarnalatha Raghuraman
,
Anish Nediyanchath
, Yi Zhang,
Promod Yenigalla
MFMS: Learning Modality-Fused and Modality-Specific Features for Deepfake Detection and Localization Tasks
ACM MM 2024 · Yi Zhang,
Changtao Miao
,
Man Luo
,
Jianshu Li
,
Wenzhong Deng
,
Weibin Yao
,
Zhe Li
,
Bingyu Hu
,
Weiwei Feng
,
Tao Gong
,
Qi Chu
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding
EMNLP 2024 ·
Yue Fan
,
Lei Ding
,
Ching-Chen Kuo
,
Shan Jiang
,
Yang Zhao
,
Xinze Guan
,
Jie Yang
, Yi Zhang,
Xin Wang
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
NeurIPS 2024 ·
Xunpeng Huang
,
Difan Zou
,
Hanze Dong
, Yi Zhang,
Yian Ma
,
Tong Zhang
Textual Inversion and Self-supervised Refinement for Radiology Report Generation
MICCAI 2024 ·
Yuanjiang Luo
,
Hongxiang Li
,
Xuan Wu
,
Meng Cao
,
Xiaoshuang Huang
,
Zhihong Zhu
,
Peixi Liao
,
Hu Chen
, Yi Zhang
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture
EMNLP 2024 ·
Wei Zhang
,
Hongcheng Guo
,
Jian Yang
,
Zhoujin Tian
, Yi Zhang,
Chaoran Yan
,
Zhoujun Li
,
Tongliang Li
,
Xu Shi
,
Liangfan Zheng
,
Bo Zhang