| 2026 | ACL | EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness. | Yueru Sun, Yimeng Zhang, Haoyu Gu, Nuo Chen, Dong She, Xianrong Yao, Yang Gao, Zhanpeng Jin |
| 2026 | ACL | Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents. | Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Pei Chen, Ziwei Dong, Jing Huang, Jiri Gesi, Xianfeng Tang, Chen Luo, Qun Liu, Yisi Sang, Hanqing Lu, Manling Li, Jin Lai, Dakuo Wang |
| 2025 | COLING | Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. | Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che |
| 2025 | CVPR | Cross-Rejective Open-Set SAR Image Registration. | Shasha Mao, Shiming Lu, Zhaolong Du, Licheng Jiao, Shuiping Gou, Luntian Mou, Xuequan Lu, Lin Xiong, Yimeng Zhang |
| 2025 | CVPR | ID-Patch: Robust ID Association for Group Photo Personalization. | Yimeng Zhang, Tiancheng Zhi, Jing Liu, Shen Sang, Liming Jiang, Qing Yan, Sijia Liu, Linjie Luo |
| 2025 | ICLR | Rethinking Multiple-Instance Learning From Feature Space to Probability Space. | Zhaolong Du, Shasha Mao, Xuequan Lu, Mengnan Qi, Yimeng Zhang, Jing Gu, Licheng Jiao |
| 2024 | ECCV | To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy to Generate Unsafe Images ... For Now. | Yimeng Zhang, Jinghan Jia, Xin Chen, Aochuan Chen, Yihua Zhang, Jiancheng Liu, Ke Ding, Sijia Liu |
| 2024 | EMNLP | SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning. | Jinghan Jia, Yihua Zhang, Yimeng Zhang, Jiancheng Liu, Bharat Runwal, James Diffenderfer, Bhavya Kailkhura, Sijia Liu |
| 2024 | ICASSP | The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection. | Mohammad Jafari, Yimeng Zhang, Yihua Zhang, Sijia Liu |
| 2024 | ICLR | DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training. | Aochuan Chen, Yimeng Zhang, Jinghan Jia, James Diffenderfer, Konstantinos Parasyris, Jiancheng Liu, Yihua Zhang, Zheng Zhang, Bhavya Kailkhura, Sijia Liu |
| 2024 | ICML | Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark. | 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 |
| 2024 | IJCNN | Lightweight Graph Convolutional Network For Efficient Skeleton Based Action Recognition. | Yimeng Zhang, Yang Yang, Xuehao Gao |
| 2024 | PRICAI | EC-PEFT: An Expertise-Centric Parameter-Efficient Fine-Tuning Framework for Large Language Models. | Yimeng Zhang, Xuelin Cheng, Yan Jiang, Yijun Bei |
| 2023 | ASPDAC | Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. | Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao |
| 2023 | CVPR | Text-Visual Prompting for Efficient 2D Temporal Video Grounding. | Yimeng Zhang, Xin Chen, Jinghan Jia, Sijia Liu, Ke Ding |
| 2023 | IGARSS | Impact of Lake on The Hydrological Variables Based on The Global Land Data Assimilation System (GLDAS) Products. | Xiaotian Wu, Xiaolu Ling, Yimeng Zhang, Yong Xue |
| 2023 | PIMRC | SNR-Adaptive Multi-Layer Semantic Communication for Speech. | Jiejie Guo, Yimeng Zhang, Chenyao Liu, Wenjun Xu, Zhisong Bie |
| 2022 | ICLR | Reverse Engineering of Imperceptible Adversarial Image Perturbations. | Yifan Gong, Yuguang Yao, Yize Li, Yimeng Zhang, Xiaoming Liu, Xue Lin, Sijia Liu |
| 2022 | ICLR | How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective. | Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu |
| 2021 | HCI | The Influence of the Aesthetic Design of Taobao APP on Users' Emotional Experience. | Yimeng Zhang, Yang Zhang, JiaoJiao Gao |
| 2020 | AAAI | Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging. | Xiaochen Han, Bo Wu, Zheng Shou, Xiao-Yang Liu, Yimeng Zhang, Linghe Kong |
| 2017 | ICLR | Transfer of View-manifold Learning to Similarity Perception of Novel Objects. | Xingyu Lin, Hao Wang, Zhihao Li, Yimeng Zhang, Alan L. Yuille, Tai Sing Lee |
| 2016 | ICNC | Minimum cost attribute reduction in incomplete systems under decision-theoretic rough set model. | Yimeng Zhang, Xiuyi Jia, Zhenming Tang |
| 2012 | CVPR | Efficient inference for fully-connected CRFs with stationarity. | Yimeng Zhang, Tsuhan Chen |
| 2012 | ECCV | Spatio-Temporal Phrases for Activity Recognition. | Yimeng Zhang, Xiaoming Liu, Ming-Ching Chang, Weina Ge, Tsuhan Chen |
| 2012 | WACV | Group context learning for event recognition. | Yimeng Zhang, Weina Ge, Ming-Ching Chang, Xiaoming Liu |
| 2011 | CVPR | Image retrieval with geometry-preserving visual phrases. | Yimeng Zhang, Zhaoyin Jia, Tsuhan Chen |
| 2011 | ICIP | Object color categorization in surveillance videos. | Yimeng Zhang, ChengChuan Chou, Shiaw-Shian Yu, Tsuhan Chen |
| 2010 | BMVC | Weakly Supervised Object Recognition and Localization with Invariant High Order Features. | Yimeng Zhang, Tsuhan Chen |
| 2010 | BMVC | Implicit Shape Kernel for Discriminative Learning of the Hough Transform Detector. | Yimeng Zhang, Tsuhan Chen |
| 2010 | ICIP | Improving object color categorization with shapes. | Yimeng Zhang, Shiaw-Shian Yu, Tsuhan Chen |
| 2009 | CVPR | Efficient Kernels for identifying unbounded-order spatial features. | Yimeng Zhang, Tsuhan Chen |