| 2026 | AAAI | rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality. | Lingbing Guo, Zhuo Chen, Yichi Zhang, Wenbin Guo, Haonan Yang, Zhao Li, Zirui Chen, Xin Wang |
| 2026 | AAAI | UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction. | Zhiqiang Liu, Yin Hua, Mingyang Chen, Yichi Zhang, Zhuo Chen, Lei Liang, Wen Zhang |
| 2026 | AAAI | PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography. | Yichi Zhang, Wenbo Zhang, Zehui Ling, Gang Feng, Sisi Peng, Deshu Chen, Yuchen Liu, Hongwei Zhang, Shuqi Wang, Lanlan Li, Limei Han, Yuan Cheng, Zixin Hu, Yuan Qi, Le Xue |
| 2026 | ACL | Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion. | Zhiqiang Liu, Yichi Zhang, Mengshu Sun, Lei Liang, Wen Zhang |
| 2026 | ACL | CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization. | Zhongyuan Peng, Yifan Yao, Kaijing Ma, Shuyue Guo, Yizhe Li, Yichi Zhang, Chenchen Zhang, Yifan Zhang, Zhouliang Yu, Luming Li, Minghao Liu, Yihang Xia, Jiawei Shen, Yuchen Wu, Yixin Cao, Zhaoxiang Zhang, Wenhao Huang, Jiaheng Liu, Ge Zhang |
| 2026 | ACL | SafetyALFRED: Evaluating Safety-Conscious Planning of Vision Language Models. | Josue Torres-Fonseca, Naihao Deng, Yinpei Dai, Shane Storks, Yichi Zhang, Rada Mihalcea, Casey Kennington, Joyce Chai |
| 2026 | ACL | Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Jun Xu, Mengshu Sun, Zhizhen Liu, Lei Liang, Wen Zhang, Huajun Chen |
| 2026 | ACL | Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Wen Zhang, Huajun Chen |
| 2026 | PADS | Reproducibility Report for the Paper: "Modeling and Simulation of Internal Migration using Machine Learning Regression and the Gravity Model of Migration". | Yichi Zhang |
| 2026 | WWW | Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding. | LinYu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Xuan Zhang, Zhengwei Tao, Tashi Nyima |
| 2026 | WWW | BHGap: A Deep Iterative Prompting and Multi-stage Alignment Framework for Dynamic Facial Expression Recognition. | Yichi Zhang, Yunqi Han, Jiayue Ding, Liangyu Chen |
| 2026 | WSDM | DiffNBR: Spatio-Temporal Diffusion with Information Bottleneck for Next-Basket Recommendation. | Yichi Zhang, Cheng Zhang, Haifeng Sun, Qi Qi, Lejian Zhang, Jing Wang, Jingyu Wang |
| 2025 | AAAI | K-ON: Stacking Knowledge on the Head Layer of Large Language Model. | Lingbing Guo, Yichi Zhang, Zhongpu Bo, Zhuo Chen, Mengshu Sun, Zhiqiang Zhang, Wen Zhang, Huajun Chen |
| 2025 | AAAI | Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen |
| 2025 | ACL | Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space. | Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei |
| 2025 | ACL | RL-Guider: Leveraging Historical Decisions and Feedback for Drug Editing with Large Language Models. | Xufeng Liu, Yixuan Ding, Jingxiang Qu, Yichi Zhang, Wenhan Gao, Yi Liu |
| 2025 | ACL | Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors. | Jian Wang, Yinpei Dai, Yichi Zhang, Ziqiao Ma, Wenjie Li, Joyce Chai |
| 2025 | ACL | Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Shaokai Chen, Mengshu Sun, Binbin Hu, Zhiqiang Zhang, Lei Liang, Wen Zhang, Huajun Chen |
| 2025 | CloudCom | A Lightweight Codebook-Assisted Semantic Communication Architecture for UAV Image Transmission. | Canpu Liu, Li Zhou, Xinfeng Deng, Yichi Zhang, Nan Li, Jun Xiong, Boon-Chong Seet |
| 2025 | COLING | Noise-powered Multi-modal Knowledge Graph Representation Framework. | Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang |
| 2025 | CVPR | Improve Representation for Imbalanced Regression through Geometric Constraints. | Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou |
| 2025 | CVPR | Balanced Rate-Distortion Optimization in Learned Image Compression. | Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu |
| 2025 | ECAI | Diffusion Noise Feature: Accurate and Fast Generated Image Detection. | Yichi Zhang, Xiaogang Xu |
| 2025 | EMNLP | CogAtom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models. | Zhuofan Chen, Jiyuan He, Yichi Zhang, Xing Hu, Haoxing Wen, Jun Bai, Wenge Rong |
| 2025 | EMNLP | Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. | Yichi Zhang, Xin Luna Dong, Zhaojiang Lin, Andrea Madotto, Anuj Kumar, Babak Damavandi, Joyce Chai, Seungwhan Moon |
| 2025 | EMNLP | Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization. | Siyuan Zhang, Yichi Zhang, Yinpeng Dong, Hang Su |
| 2025 | EMNLP | Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance. | Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Baobao Chang, Minjia Zhang |
| 2025 | ICCV | Enhancing the Reliability of Auto-Prompting SAM for Medical Image Segmentation with Uncertainty Estimation and Rectification. | Yichi Zhang, Shiyao Hu, Le Xue, Sijie Ren, Zixin Hu, Yuan Cheng, Yuan Qi |
| 2025 | ICCV | SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images. | Yichi Zhang, Le Xue, Wenbo Zhang, Lanlan Li, Yuchen Liu, Chen Jiang, Yuan Cheng, Yuan Qi |
| 2025 | ICDAR | SigLDiff: A Signature Based Latent Diffusion Model for Forged-Free Offline Signature Verification. | Mingjian Zhang, Lidong Zheng, Jiaen Chen, Yichi Zhang, Yuchen Zheng |
| 2025 | ICIP | Low-Rank Adaptation of Pre-Trained Vision Backbones for Energy-Efficient Image Coding For Machines. | Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu |
| 2025 | ICLR | Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen |
| 2025 | ICLR | A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation. | Liang Chen, Sinan Tan, Zefan Cai, Weichu Xie, Haozhe Zhao, Yichi Zhang, Junyang Lin, Jinze Bai, Tianyu Liu, Baobao Chang |
| 2025 | ICLR | MetaOOD: Automatic Selection of OOD Detection Models. | Yuehan Qin, Yichi Zhang, Yi Nian, Xueying Ding, Yue Zhao |
| 2025 | ICLR | FIG: Flow with Interpolant Guidance for Linear Inverse Problems. | Yici Yan, Yichi Zhang, Xiangming Meng, Zhizhen Zhao |
| 2025 | ICLR | MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine. | Renrui Zhang, Xinyu Wei, Dongzhi Jiang, Ziyu Guo, Yichi Zhang, Chengzhuo Tong, Jiaming Liu, Aojun Zhou, Shanghang Zhang, Peng Gao, Hongsheng Li |
| 2025 | ICLR | Towards Hierarchical Rectified Flow. | Yichi Zhang, Yici Yan, Alexander G. Schwing, Zhizhen Zhao |
| 2025 | ICML | Multiobjective distribution matching. | Xiaoyuan Zhang, Peijie Li, Yingying Yu, Yichi Zhang, Han Zhao, Qingfu Zhang |
| 2025 | ICML | STAIR: Improving Safety Alignment with Introspective Reasoning. | Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu |
| 2025 | IJCNLP | Bias Amplification: Large Language Models as Increasingly Biased Media. | Ze Wang, Zekun Wu, Yichi Zhang, Xin Guan, Navya Jain, Qinyang Lu, Saloni Gupta, Adriano S. Koshiyama |
| 2025 | IJCNN | Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts. | Yajing Xu, Zhiqiang Liu, Jiaoyan Chen, Mingchen Tu, Zhuo Chen, Jeff Z. Pan, Yichi Zhang, Yushan Zhu, Wen Zhang, Huajun Chen |
| 2025 | NAACL | MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation. | Jinsheng Huang, Liang Chen, Taian Guo, Fu Zeng, Yusheng Zhao, Bohan Wu, Ye Yuan, Haozhe Zhao, Zhihui Guo, Yichi Zhang, Jingyang Yuan, Wei Ju, Luchen Liu, Tianyu Liu, Baobao Chang, Ming Zhang |
| 2025 | NSDI | NDD: A Decision Diagram for Network Verification. | Zechun Li, Peng Zhang, Yichi Zhang, Hongkun Yang |
| 2025 | PIMRC | Semantic-Aware HARQ with Multi-Round Feedback for Image Transmission. | Chuying Guo, Yichi Zhang, Jun Xiong, Haitao Zhao, Ji-Bo Wei |
| 2025 | WCNC | Deep Learning-Enabled Semantic Communication with Structured Semantic Representation. | Yandong Shi, Yichi Zhang, Haitao Zhao, Ji-Bo Wei |
| 2025 | WWW | PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection. | Sihan Chen, Zhuangzhuang Qian, Wingchun Siu, Xingcan Hu, Jiaqi Li, Shawn Li, Yuehan Qin, Tiankai Yang, Zhuo Xiao, Wanghao Ye, Yichi Zhang, Yushun Dong, Yue Zhao |
| 2025 | WWW | OntoTune: Ontology-Driven Self-training for Aligning Large Language Models. | Zhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang |
| 2024 | AAAI | Eliciting Honest Information from Authors Using Sequential Review. | Yichi Zhang, Grant Schoenebeck, Weijie Su |
| 2024 | AAAI | SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views. | Shi-Sheng Huang, Zi-Xin Zou, Yichi Zhang, Yan-Pei Cao, Ying Shan |
| 2024 | AAAI | Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding. | Yichi Zhang, Zhihao Duan, Ming Lu, Dandan Ding, Fengqing Zhu, Zhan Ma |
| 2024 | ACL | PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain. | Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang |
| 2024 | ACL | Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. | Yichi Zhang, Zhuo Chen, Yin Fang, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen |
| 2024 | ASPLOS | Harp: Leveraging Quasi-Sequential Characteristics to Accelerate Sequence-to-Graph Mapping of Long Reads. | Yichi Zhang, Dibei Chen, Gang Zeng, Jianfeng Zhu, Zhaoshi Li, Longlong Chen, Shaojun Wei, Leibo Liu |
| 2024 | CHI | Promoting Cognitive Health in Older Adults through an Exercise Game Centered around Foreign Language Learning. | Yijun Qian, Anna M. Schwartz, Yichi Zhang, Ara Jung, Gabrielle Wilds, Uri Seitz, Miso Kim, Arthur F. Kramer, Leanne Chukoskie |
| 2024 | COLING | Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion. | Yichi Zhang, Zhuo Chen, Lei Liang, Huajun Chen, Wen Zhang |
| 2024 | CVPR | Exploring the Transferability of Visual Prompting for Multimodal Large Language Models. | Yichi Zhang, Yinpeng Dong, Siyuan Zhang, Tianzan Min, Hang Su, Jun Zhu |
| 2024 | CVPR | Groundhog Grounding Large Language Models to Holistic Segmentation. | Yichi Zhang, Ziqiao Ma, Xiaofeng Gao, Suhaila Shakiah, Qiaozi Gao, Joyce Chai |
| 2024 | ECCV | SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models. | Ziyi Lin, Dongyang Liu, Renrui Zhang, Peng Gao, Longtian Qiu, Han Xiao, Han Qiu, Wenqi Shao, Keqin Chen, Jiaming Han, Siyuan Huang, Yichi Zhang, Xuming He, Yu Qiao, Hongsheng Li |
| 2024 | ECCV | MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? | Renrui Zhang, Dongzhi Jiang, Yichi Zhang, Haokun Lin, Ziyu Guo, Pengshuo Qiu, Aojun Zhou, Pan Lu, Kai-Wei Chang, Yu Qiao, Peng Gao, Hongsheng Li |
| 2024 | GLOBECOM | 6D Movable Antenna-Aided Hybrid Beamforming for Multi-User Communications. | Yichi Zhang, Yuchen Zhang, Sa Xiao, Wanbin Tang, Yonina C. Eldar |
| 2024 | ICIP | On Efficient Neural Network Architectures for Image Compression. | Yichi Zhang, Zhihao Duan, Fengqing Zhu |
| 2024 | ICLR | Rethinking Model Ensemble in Transfer-based Adversarial Attacks. | Huanran Chen, Yichi Zhang, Yinpeng Dong, Xiao Yang, Hang Su, Jun Zhu |
| 2024 | INFOCOM | TAGIC: Task-Guided Image Communication Framework for Seamless Teleoperation. | Yufeng Diao, Yichi Zhang, Philip G. Zhao, Daniele De Martini |
| 2024 | INFOCOM | Timeliness-Fidelity Tradeoff in 3D Scene Representations. | Xiangmin Xu, Zhen Meng, Yichi Zhang, Changyang She, Philip G. Zhao |
| 2024 | ISSRE | Engineer Insights: The Challenges of Implementing Agile at Scale in Software Development. | Yichi Zhang, Yang Feng, Jianxun Ju |
| 2024 | MICCAI | Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. | Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou |
| 2024 | MICCAI | Exploring CNN and Transformer Architectures for Multi-class Bi-Atrial Segmentation from Late Gadolinium-Enhanced MRI. | Yichi Zhang, Yuan Cheng, Yuan Qi |
| 2024 | SMC | DDASR: Domain-Distance Adapted Super-Resolution Reconstruction of MR Brain Images. | Shan Cong, Kailong Cui, Yuzun Yang, Yang Zhou, Xinxin Wang, Haoran Luo, Yichi Zhang, Xiaohui Yao |
| 2024 | WWW | Spot Check Equivalence: An Interpretable Metric for Information Elicitation Mechanisms. | Shengwei Xu, Yichi Zhang, Paul Resnick, Grant Schoenebeck |
| 2024 | SIGIR | NativE: Multi-modal Knowledge Graph Completion in the Wild. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen |
| 2023 | ACL | Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework. | Lifan Yuan, Yichi Zhang, Yangyi Chen, Wei Wei |
| 2023 | CVPR | Understanding the Robustness of 3D Object Detection with Bird'View Representations in Autonomous Driving. | Zijian Zhu, Yichi Zhang, Hai Chen, Yinpeng Dong, Shu Zhao, Wenbo Ding, Jiachen Zhong, Shibao Zheng |
| 2023 | DAC | CHAM: A Customized Homomorphic Encryption Accelerator for Fast Matrix-Vector Product. | Xuanle Ren, Zhaohui Chen, Zhen Gu, Yanheng Lu, Ruiguang Zhong, Wen-Jie Lu, Jiansong Zhang, Yichi Zhang, Hanghang Wu, Xiaofu Zheng, Heng Liu, Tingqiang Chu, Cheng Hong, Changzheng Wei, Dimin Niu, Yuan Xie |
| 2023 | EMNLP | Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? | Yuwei Bao, Keunwoo Peter Yu, Yichi Zhang, Shane Storks, Itamar Bar-Yossef, Alexander De La Iglesia, Megan Su, Xiao-Lin Zheng, Joyce Chai |
| 2023 | EMNLP | Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? | Yichi Zhang, Jiayi Pan, Yuchen Zhou, Rui Pan, Joyce Chai |
| 2023 | GLOBECOM | Understanding and Identifying Cross-Platform UI Framework Based Potentially Unwanted Apps. | Yichi Zhang, Guoxing Chen, Yan Meng, Haojin Zhu |
| 2023 | GLOBECOM | Robust Beamforming for Covert Communications Aided by Reconfigurable Dual-Functional Surface. | Yichi Zhang, Yuchen Zhang, Jianquan Wang, Wanli Ni, Sa Xiao, Wanbin Tang |
| 2023 | ICASSP | Learning to Detect Novel and Fine-Grained Acoustic Sequences Using Pretrained Audio Representations. | Vasudha Kowtha, Miquel Espi Marques, Jonathan Huang, Yichi Zhang, Carlos Avendao |
| 2023 | ICDE | Tele-Knowledge Pre-training for Fault Analysis. | Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen |
| 2023 | IJCNN | Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding. | Yichi Zhang, Mingyang Chen, Wen Zhang |
| 2023 | RecSys | Contrastive Learning with Frequency-Domain Interest Trends for Sequential Recommendation. | Yichi Zhang, Guisheng Yin, Yuxin Dong |
| 2023 | WWW | Multitask Peer Prediction With Task-dependent Strategies. | Yichi Zhang, Grant Schoenebeck |
| 2023 | WWW | High-Effort Crowds: Limited Liability via Tournaments. | Yichi Zhang, Grant Schoenebeck |
| 2022 | ACSAC | Drone Authentication via Acoustic Fingerprint. | Yufeng Diao, Yichi Zhang, Guodong Zhao, Mohamed Khamis |
| 2022 | CVPR | PokeBNN: A Binary Pursuit of Lightweight Accuracy. | Yichi Zhang, Zhiru Zhang, Lukasz Lew |
| 2022 | EMNLP | DANLI: Deliberative Agent for Following Natural Language Instructions. | Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai |
| 2022 | GLOBECOM | CASCADE and CREAM: Covert Communications Enhancement Based on Frequency Diverse Array. | Yuchen Zhang, Yichi Zhang, Jianquan Wang, Sa Xiao, Wanbin Tang |
| 2022 | ICPR | Semantic Texture Complexity Model for Feature Generation and Selection in Visual SLAM. | Yichi Zhang, Xina Cheng, Licheng Jiao |
| 2022 | VCIP | Low Light RAW Image Enhancement Using Paired Fast Fourier Convolution and Transformer. | Yichi Zhang, Hengyu Liu, Dandan Ding, Zhan Ma |
| 2021 | ACL | Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. | Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai |
| 2021 | ACL | Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring. | Yichi Zhang, Joyce Chai |
| 2021 | DATE | Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. | Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jnata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee |
| 2021 | EACL | Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models. | Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu |
| 2021 | EMNLP | Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. | Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai |
| 2021 | EMNLP | Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding. | Shane Storks, Qiaozi Gao, Yichi Zhang, Joyce Chai |
| 2021 | FPGA | FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations. | Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang |
| 2021 | ICCV | Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining. | Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu, Yichi Zhang, Hang Xu, Xiaodan Liang |
| 2021 | ICDE | Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph. | Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen |
| 2021 | IJCAI | Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining. | Ningyu Zhang, Shumin Deng, Xu Cheng, Xi Chen, Yichi Zhang, Wei Zhang, Huajun Chen |
| 2021 | INFOCOM | Toward Automatically Generating Privacy Policy for Smart Home Apps. | Youqun Li, Yichi Zhang, Haojin Zhu, Suguo Du |
| 2021 | IGARSS | A Study on the Detection of Deformation of Tuotuohe Area on the Qinghai-Tibet Plateau. | Xiaokang Kou, Xinda Liu, Yuzhi Zhang, Yichi Zhang, Tianliang Wang, Shuang Yan |
| 2021 | WWW | Information Elicitation from Rowdy Crowds. | Grant Schoenebeck, Fang-Yi Yu, Yichi Zhang |
| 2021 | WWW | Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation. | Zhe Xie, Chengxuan Liu, Yichi Zhang, Hongtao Lu, Dong Wang, Yue Ding |
| 2020 | AAAI | Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context. | Yichi Zhang, Zhijian Ou, Zhou Yu |
| 2020 | ACL | Paraphrase Augmented Task-Oriented Dialog Generation. | Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu |
| 2020 | CHIIR | Vroom!: A Search Engine for Sounds by Vocal Imitation Queries. | Yichi Zhang, Junbo Hu, Yiting Zhang, Bryan Pardo, Zhiyao Duan |
| 2020 | EMNLP | Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. | Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu |
| 2020 | EMNLP | A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. | Yichi Zhang, Zhijian Ou, Min Hu, Junlan Feng |
| 2020 | ICLR | Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations. | Yichi Zhang, Ritchie Zhao, Weizhe Hua, Nayun Xu, G. Edward Suh, Zhiru Zhang |
| 2020 | Interspeech | Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. | Yichi Zhang, Yinpei Dai, Zhijian Ou, Huixin Wang, Junlan Feng |
| 2020 | MICCAI | Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI. | Yichi Zhang |
| 2020 | WSDM | Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection. | Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen |
| 2019 | ADBIS | BrainFlux: An Integrated Data Warehousing Infrastructure for Dynamic Health Data. | Jonathan Elmer, Quan Zhou, Yichi Zhang, Fan Yang, Vladimir I. Zadorozhny |
| 2019 | ICASSP | Seq2Seq Attentional Siamese Neural Networks for Text-dependent Speaker Verification. | Yichi Zhang, Meng Yu, Na Li, Chengzhu Yu, Jia Cui, Dong Yu |
| 2018 | ICASSP | Visualization and Interpretation of Siamese Style Convolutional Neural Networks for Sound Search by Vocal Imitation. | Yichi Zhang, Zhiyao Duan |
| 2018 | ICASSP | Joint Speaker Diarization and Recognition Using Convolutional and Recurrent Neural Networks. | Zhihan Zhou, Yichi Zhang, Zhiyao Duan |
| 2017 | AMIA | Improving EHR Chart Review Efficiency via Semantic Similarity Assessment. | Tianrun A. Cai, Andrew Beam, Stephanie Chan, Jacqueline Honerlaw, Yichi Zhang, David R. Gagnon, Kelly Cho, John Michael Gaziano, Katherine P. Liao, Tianxi Cai |
| 2016 | ICASSP | IMISOUND: An unsupervised system for sound query by vocal imitation. | Yichi Zhang, Zhiyao Duan |
| 2016 | ICIP | Fast patch-wise image retargeting. | Yichi Zhang, King Ngi Ngan |
| 2016 | SMC | Objective quality assessment of image retargeting based on line distortion. | Yichi Zhang, King Ngi Ngan |
| 2015 | APWEB | RDQS: A Relevant and Diverse Query Suggestion Generation Framework. | Hai-Tao Zheng, Yichi Zhang |
| 2015 | BMVC | Face Alignment Assisted by Head Pose Estimation. | Heng Yang, Wenxuan Mou, Yichi Zhang, Ioannis Patras, Hatice Gunes, Peter Robinson |
| 2015 | ICIP | Region-based image retargeting quality assessment. | Yichi Zhang, King Ngi Ngan |
| 2015 | SMC | Rank Learning Based No-Reference Quality Assessment of Retargeted Images. | Lin Ma, Long Xu, Yichi Zhang, King Ngi Ngan, Yihua Yan |
| 2014 | ICONIP | An Ontology-Based Approach to Query Suggestion Diversification. | Hai-Tao Zheng, Jie Zhao, Yichi Zhang, Yong Jiang, Shu-Tao Xia |
| 2013 | PCS | An SSIM-motivated LCU-level rate control algorithm for HEVC. | Huiling Zhao, Wei Xie, Yichi Zhang, Li Yu, Aidong Men |