Modeling ontology evolution with SetPi. - Lei Liu 040; Peng Zhang 053; Rong Fan; Rui Zhang 040; Hongji Yang (Inf. Sci., 2014)

Multimodal tag localization based on deep learning. - Rui Zhang 040; Sheng Tang; Wu Liu; Jintao Li 001 (ICIMCS, 2015)

基于社会计算和深度学习的社交网络特定内容监控 (Specific Content Monitoring on Social Networks Based on Social Computing and Deep Learning). - Xiaochun Cao; Lihua Jing; Rui Wang 032; Rui Zhang 040; Zhenjiang Dong; Hongkai Xiong (计算机科学, 2016)

Scale-Adaptive Convolutions for Scene Parsing. - Rui Zhang 040; Sheng Tang; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (ICCV, 2017)

Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions. - Rui Zhang 040; Sheng Tang; Min Lin; Jintao Li 001; Shuicheng Yan (IJCAI, 2017)

Multi-modal tag localization for mobile video search. - Rui Zhang 040; Sheng Tang; Wu Liu; Yongdong Zhang 001; Jintao Li 001 (Multim. Syst., 2017)

Loss evaluation analysis of illegal attack in SCSKP. - Peng Zhang 053; Lei Liu 040; Rui Zhang 040; Guangli Li (Soft Comput., 2017)

High Resolution Feature Recovering for Accelerating Urban Scene Parsing. - Rui Zhang 040; Sheng Tang; Luoqi Liu; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IJCAI, 2018)

Style Separation and Synthesis via Generative Adversarial Networks. - Rui Zhang 040; Sheng Tang; Yu Li 016; Junbo Guo; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (ACM Multimedia, 2018)

CGNet: A Light-weight Context Guided Network for Semantic Segmentation. - Tianyi Wu; Sheng Tang; Rui Zhang 040; Yongdong Zhang 001 (CoRR, 2018)

Tree-Structured Kronecker Convolutional Network for Semantic Segmentation. - Tianyi Wu; Sheng Tang; Rui Zhang 040; Juan Cao 001; Jintao Li 001 (ICME, 2019)

Modeling of Mixing Uniformity for Food With Special Medicinal Purposes Based on Chinese Herbal Medicine. - Ke Han; Lei Zhang 008; Ying Wang 001; Miao Wang; Mian Guo; Huan Li; Yu Zhang 027; Ming Zhao; Qian Zhao; Chunyu Wang; Rui Zhang 040 (IEEE Access, 2019)

Consensus Feature Network for Scene Parsing. - Tianyi Wu; Sheng Tang; Rui Zhang 040; Guodong Guo; Yongdong Zhang 001 (CoRR, 2019)

Asymmetric GAN for Unpaired Image-to-Image Translation. - Yu Li 016; Sheng Tang; Rui Zhang 040; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IEEE Trans. Image Process., 2019)

DWM: A Decomposable Winograd Method for Convolution Acceleration. - Di Huang; Xishan Zhang; Rui Zhang 040; Tian Zhi; Deyuan He; Jiaming Guo; Chang Liu 021; Qi Guo 001; Zidong Du; Shaoli Liu; Tianshi Chen 002; Yunji Chen (AAAI, 2020)

Fixed-Point Back-Propagation Training. - Xishan Zhang; Shaoli Liu; Rui Zhang 040; Chang Liu 021; Di Huang; Shiyi Zhou; Jiaming Guo; Qi Guo 001; Zidong Du; Tian Zhi; Yunji Chen (CVPR, 2020)

Ahff-Net: Adaptive Hierarchical Feature Fusion Network For Image Inpainting. - Jiaqi Zhang; Sheng Tang; Xu Zhang; Yu Li 016; Rui Zhang 040 (ICIP, 2020)

Perspective-Adaptive Convolutions for Scene Parsing. - Rui Zhang 040; Sheng Tang; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Domain-Specific Suppression for Adaptive Object Detection. - Yu Wang; Rui Zhang 040; Shuo Zhang; Miao Li; Yangyang Xia; Xishan Zhang; Shaoli Liu (CVPR, 2021)

Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. - Jiaming Guo; Rui Zhang 040; Xishan Zhang; Shaohui Peng; Qi Yi; Zidong Du; Xing Hu 001; Qi Guo 001; Yunji Chen (IJCAI, 2021)

Distilling Object Detectors with Feature Richness. - Zhixing Du; Rui Zhang 040; Ming Chang; Xishan Zhang; Shaoli Liu; Tianshi Chen 002; Yunji Chen (NeurIPS, 2021)

Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms. - Ruizhi Chen; Xiaoyu Wu; Yansong Pan; Kaizhao Yuan; Ling Li 001; TianYun Ma; JiYuan Liang; Rui Zhang 040; Kai Wang; Chen Zhang 001; Shaohui Peng; Xishan Zhang; et al. (CoRR, 2021)

A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis. - Di Huang; Rui Zhang 040; Xishan Zhang; Fan Wu; Xianzhuo Wang; Pengwei Jin; Shaoli Liu; Ling Li 001; Yunji Chen (Int. J. Comput. Vis., 2021)

CGNet: A Light-Weight Context Guided Network for Semantic Segmentation. - Tianyi Wu; Sheng Tang; Rui Zhang 040; Juan Cao 001; Yongdong Zhang 001 (IEEE Trans. Image Process., 2021)

Neural Program Synthesis with Query. - Di Huang; Rui Zhang 040; Xing Hu 001; Xishan Zhang; Pengwei Jin; Nan Li; Zidong Du; Qi Guo 001; Yunji Chen (ICLR, 2022)

Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. - Shaohui Peng; Xing Hu 001; Rui Zhang 040; Ke Tang 001; Jiaming Guo; Qi Yi; Ruizhi Chen; Xishan Zhang; Zidong Du; Ling Li 001; Qi Guo 001; Yunji Chen (NeurIPS, 2022)

Object-Category Aware Reinforcement Learning. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Xing Hu 001; Zidong Du; Xishan Zhang; Qi Guo 001; Yunji Chen (NeurIPS, 2022)

Temporal Correlation-Diversity Representations for Video-Based Person Re-Identification. - Litong Gong; Rui Zhang 040; Sheng Tang; Juan Cao 001 (PRCV (1), 2022)

Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. - Yuanbo Wen; Qi Guo 001; Zidong Du; Jianxing Xu; Zhenxing Zhang; Xing Hu 001; Wei Li 008; Rui Zhang 040; Chao Wang 003; Xuehai Zhou; Tianshi Chen 002 (IEEE Trans. Computers, 2022)

Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training. - Chang Liu 021; Xishan Zhang; Rui Zhang 040; Ling Li 001; Shiyi Zhou; Di Huang; Zhen Li; Zidong Du; Shaoli Liu; Tianshi Chen 002 (IEEE Trans. Image Process., 2022)

Consensus Feature Network for Scene Parsing. - Tianyi Wu; Sheng Tang; Rui Zhang 040; Guodong Guo (IEEE Trans. Multim., 2022)

Online Symbolic Regression with Informative Query. - Pengwei Jin; Di Huang; Rui Zhang 040; Xing Hu 001; Ziyuan Nan; Zidong Du; Qi Guo 001; Yunji Chen (AAAI, 2023)

Conceptual Reinforcement Learning for Language-Conditioned Tasks. - Shaohui Peng; Xing Hu 001; Rui Zhang 040; Jiaming Guo; Qi Yi; Ruizhi Chen; Zidong Du; Ling Li 001; Qi Guo 001; Yunji Chen (AAAI, 2023)

Visual-Language Prompt Tuning with Knowledge-Guided Context Optimization. - Hantao Yao; Rui Zhang 040; Changsheng Xu (CVPR, 2023)

BALTO: fast tensor program optimization with diversity-based active learning. - Jun Bi; Xiaqing Li; Qi Guo 001; Rui Zhang 040; Yuanbo Wen; Xing Hu 001; Zidong Du; Xinkai Song; Yifan Hao 001; Yunji Chen (ICLR, 2023)

Online Prototype Alignment for Few-shot Policy Transfer. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Yunkai Gao 001; Kaizhao Yuan; Ruizhi Chen; Siming Lan; Xing Hu 001; Zidong Du; Xishan Zhang; Qi Guo 001; et al. (ICML, 2023)

Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. - Hongrui Guo; Yongwei Zhao; Zhangmai Li; Yifan Hao 001; Chang Liu 021; Xinkai Song; Xiaqing Li; Zidong Du; Rui Zhang 040; Qi Guo 001; Tianshi Chen 002; Zhiwei Xu 002 (MICRO, 2023)

Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. - Xinkai Song; Yuanbo Wen; Xing Hu 001; Tianbo Liu 006; Haoxuan Zhou; Husheng Han; Tian Zhi; Zidong Du; Wei Li 008; Rui Zhang 040; Chen Zhang 001; Lin Gao 004; et al. (MICRO, 2023)

Context Shift Reduction for Offline Meta-Reinforcement Learning. - Yunkai Gao 001; Rui Zhang 040; Jiaming Guo; Fan Wu; Qi Yi; Shaohui Peng; Siming Lan; Ruizhi Chen; Zidong Du; Xing Hu 001; Qi Guo 001; Ling Li 001; et al. (NeurIPS, 2023)

Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. - Jiaming Guo; Rui Zhang 040; Shaohui Peng; Qi Yi; Xing Hu 001; Ruizhi Chen; Zidong Du; Xishan Zhang; Ling Li 001; Qi Guo 001; Yunji Chen (NeurIPS, 2023)

Emergent Communication for Rules Reasoning. - Yuxuan Guo; Yifan Hao 001; Rui Zhang 040; Enshuai Zhou; Zidong Du; Xishan Zhang; Xinkai Song; Yuanbo Wen; Yongwei Zhao; Xuehai Zhou; Jiaming Guo; Qi Yi; et al. (NeurIPS, 2023)

ANPL: Towards Natural Programming with Interactive Decomposition. - Di Huang; Ziyuan Nan; Xing Hu 001; Pengwei Jin; Shaohui Peng; Yuanbo Wen; Rui Zhang 040; Zidong Du; Qi Guo 001; Yewen Pu; Yunji Chen (NeurIPS, 2023)

Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. - Siming Lan; Rui Zhang 040; Qi Yi; Jiaming Guo; Shaohui Peng; Yunkai Gao 001; Fan Wu; Ruizhi Chen; Zidong Du; Xing Hu 001; Xishan Zhang; Ling Li 001; et al. (NeurIPS, 2023)

Learning Domain-Aware Detection Head with Prompt Tuning. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xinkai Song; Yifan Hao 001; Yongwei Zhao; Ling Li 001; Yunji Chen (NeurIPS, 2023)

Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning. - Zikang Tian; Ruizhi Chen; Xing Hu 001; Ling Li 001; Rui Zhang 040; Fan Wu; Shaohui Peng; Jiaming Guo; Zidong Du; Qi Guo 001; Yunji Chen (NeurIPS, 2023)

Ultra-low Precision Multiplication-free Training for Deep Neural Networks. - Chang Liu 021; Rui Zhang 040; Xishan Zhang; Yifan Hao 001; Zidong Du; Xing Hu 001; Ling Li 001; Qi Guo 001 (CoRR, 2023)

ANPL: Compiling Natural Programs with Interactive Decomposition. - Di Huang; Ziyuan Nan; Xing Hu 001; Pengwei Jin; Shaohui Peng; Yuanbo Wen; Rui Zhang 040; Zidong Du; Qi Guo 001; Yewen Pu; Yunji Chen (CoRR, 2023)

Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation. - Zhengyue Zhao; Jinhao Duan; Xing Hu 001; Kaidi Xu; Chenan Wang; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2023)

Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training. - Pucheng Dang; Xing Hu 001; Kaidi Xu; Jinhao Duan; Di Huang; Husheng Han; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2023)

Pushing the Limits of Machine Design: Automated CPU Design with AI. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Yunhao Tian; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; et al. (CoRR, 2023)

Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning. - Shaohui Peng; Xing Hu 001; Qi Yi; Rui Zhang 040; Jiaming Guo; Di Huang; Zikang Tian; Ruizhi Chen; Zidong Du; Qi Guo 001; Yunji Chen; Ling Li 001 (CoRR, 2023)

Local-Global Cross Fusion Network With Gaussian-Initialized Learnable Positional Prompting for Hyperspectral Image Classification. - Xin Zhang 062; Rui Zhang 040; Ling Li 001; Wei Li 008 (IEEE Trans. Geosci. Remote. Sens., 2023)

Learning controllable elements oriented representations for reinforcement learning. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Xing Hu 001; Zidong Du; Qi Guo 001; Ruizhi Chen; Ling Li 001; Yunji Chen (Neurocomputing, 2023)

Chip design with machine learning: a survey from algorithm perspective. - Wenkai He; Xiaqing Li; Xinkai Song; Yifan Hao 001; Rui Zhang 040; Zidong Du; Yunji Chen (Sci. China Inf. Sci., 2023)

Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. - Shaohui Peng; Xing Hu 001; Qi Yi; Rui Zhang 040; Jiaming Guo; Di Huang; Zikang Tian; Ruizhi Chen; Zidong Du; Qi Guo 001; Yunji Chen; Ling Li 001 (AAAI, 2024)

OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. - Fan Wu; Rui Zhang 040; Qi Yi; Yunkai Gao 001; Jiaming Guo; Shaohui Peng; Siming Lan; Husheng Han; Yansong Pan; Kaizhao Yuan; Pengwei Jin; Ruizhi Chen; et al. (AAAI, 2024)

Emergent Communication for Numerical Concepts Generalization. - Enshuai Zhou; Yifan Hao 001; Rui Zhang 040; Yuxuan Guo; Zidong Du; Xishan Zhang; Xinkai Song; Chao Wang 003; Xuehai Zhou; Jiaming Guo; Qi Yi; Shaohui Peng; et al. (AAAI, 2024)

Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding. - Huang Lei; Jiaming Guo; Guanhua He; Xishan Zhang; Rui Zhang 040; Shaohui Peng; Shaoli Liu; Tianshi Chen 002 (ACL (1), 2024)

TCP: Textual-Based Class-Aware Prompt Tuning for Visual-Language Model. - Hantao Yao; Rui Zhang 040; Changsheng Xu (CVPR, 2024)

Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? - Zhengyue Zhao; Jinhao Duan; Kaidi Xu; Chenan Wang; Rui Zhang 040; Zidong Du; Qi Guo 001; Xing Hu 001 (CVPR, 2024)

Revisiting Automatic Pipelining: Gate-level Forwarding and Speculation. - Shuyao Cheng; Chongxiao Li; Zidong Du; Rui Zhang 040; Xing Hu 001; Xiaqing Li; Guanglin Xu; Yuanbo Wen; Qi Guo 001 (DAC, 2024)

RecurrentBEV: A Long-Term Temporal Fusion Framework for Multi-view 3D Detection. - Ming Chang; Xishan Zhang; Rui Zhang 040; Zhipeng Zhao; Guanhua He; Shaoli Liu (ECCV (72), 2024)

AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. - Huilai Chen; Yuanbo Wen; Limin Cheng; Shouxu Kuang; Yumeng Liu; Weijia Li; Ling Li 001; Rui Zhang 040; Xinkai Song; Wei Li 008; Qi Guo 001; Yunji Chen (ICML, 2024)

Prompt-based Visual Alignment for Zero-shot Policy Transfer. - Haihan Gao; Rui Zhang 040; Qi Yi; Hantao Yao; Haochen Li 002; Jiaming Guo; Shaohui Peng; Yunkai Gao 001; QiCheng Wang; Xing Hu 001; Yuanbo Wen; Zihao Zhang; et al. (ICML, 2024)

Automated CPU Design by Learning from Input-Output Examples. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; Ximing Liu; et al. (IJCAI, 2024)

Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. - Weihao Kong; Yifan Hao 001; Qi Guo 001; Yongwei Zhao; Xinkai Song; Xiaqing Li; Mo Zou; Zidong Du; Rui Zhang 040; Chang Liu 021; Yuanbo Wen; Pengwei Jin; et al. (ISCA, 2024)

Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. - Yi Chen; Yongwei Zhao; Yifan Hao 001; Yuanbo Wen; Yuntao Dai; Xiaqing Li; Yang Liu; Rui Zhang 040; Mo Zou; Xinkai Song; Xing Hu 001; Zidong Du; et al. (MICRO, 2024)

Cambricon-M: A Fibonacci-Coded Charge-Domain SRAM-Based CIM Accelerator for DNN Inference. - Hongrui Guo; Mo Zou; Yifan Hao 001; Zidong Du; Erxiang Ren; Yang Liu; Yongwei Zhao; Tianrui Ma; Rui Zhang 040; Xing Hu 001; Fei Qiao; Zhiwei Xu 002; et al. (MICRO, 2024)

DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Xiaqing Li; Yongwei Zhao; Yunji Chen; Ling Li 001 (NeurIPS, 2024)

Assessing and Understanding Creativity in Large Language Models. - Yunpu Zhao; Rui Zhang 040; Wenyi Li; Di Huang; Jiaming Guo; Shaohui Peng; Yifan Hao 001; Yuanbo Wen; Xing Hu 001; Zidong Du; Qi Guo 001; Ling Li 001; et al. (CoRR, 2024)

Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. - Yuxuan Guo; Shaohui Peng; Jiaming Guo; Di Huang; Xishan Zhang; Rui Zhang 040; Yifan Hao 001; Ling Li 001; Zikang Tian; Mingju Gao; Yutai Li; Yiming Gan; et al. (CoRR, 2024)

SEP: Self-Enhanced Prompt Tuning for Visual-Language Model. - Hantao Yao; Rui Zhang 040; Lu Yu 004; Changsheng Xu (CoRR, 2024)

Adversarial Contrastive Decoding: Boosting Safety Alignment of Large Language Models via Opposite Prompt Optimization. - Zhengyue Zhao; Xiaoyun Zhang; Kaidi Xu; Xing Hu 001; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2024)

InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct. - Yutong Wu; Di Huang; Wenxuan Shi; Wei Wang; Lingzhe Gao; Shihao Liu; Ziyuan Nan; Kaizhao Yuan; Rui Zhang 040; Xishan Zhang; Zidong Du; Qi Guo 001; et al. (CoRR, 2024)

CodeV: Empowering LLMs for Verilog Generation through Multi-Level Summarization. - Yang Zhao 013; Di Huang; Chongxiao Li; Pengwei Jin; Ziyuan Nan; TianYun Ma; Lei Qi; Yansong Pan; Zhenxing Zhang; Rui Zhang 040; Xishan Zhang; Zidong Du; et al. (CoRR, 2024)

Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models. - Yunpu Zhao; Rui Zhang 040; Junbin Xiao; Changxin Ke; Ruibo Hou; Yifan Hao 001; Qi Guo 001; Yunji Chen (CoRR, 2024)

World-Consistent Data Generation for Vision-and-Language Navigation. - Yu Zhong; Rui Zhang 040; Zihao Zhang; Shuo Wang; Chuan Fang; Xishan Zhang; Jiaming Guo; Shaohui Peng; Di Huang; Yanyang Yan; Xing Hu 001; Ping Tan; et al. (CoRR, 2024)

AGON: Automated Design Framework for Customizing Processors from ISA Documents. - Chongxiao Li; Di Huang; Pengwei Jin; Tianyun Ma; Husheng Han; Shuyao Cheng; Yifan Hao 001; Yongwei Zhao; Guanglin Xu; Zidong Du; Rui Zhang 040; Xiaqing Li; et al. (CoRR, 2024)

REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Ling Li 001 (IEEE Trans. Image Process., 2024)

FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. - Xiaqing Li; Qi Guo 001; Guangyan Zhang; Siwei Ye; Guanhua He; Yiheng Yao; Rui Zhang 040; Yifan Hao 001; Zidong Du; Weimin Zheng (IEEE Trans. Parallel Distributed Syst., 2024)

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct. - Yutong Wu; Di Huang; Wenxuan Shi; Wei Wang; Yewen Pu; Lingzhe Gao; Shihao Liu; Ziyuan Nan; Kaizhao Yuan; Rui Zhang 040; Xishan Zhang; Zidong Du; et al. (AAAI, 2025)

Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with iTex Tessellation. - Jianxing Xu; Yuanbo Wen; Zikang Liu; Ruibai Xu; Tingfeng Ruan; Jun Bi; Rui Zhang 040; Di Huang; Xinkai Song; Yifan Hao 001; Xing Hu 001; Zidong Du; et al. (ASPLOS (2), 2025)

SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Shaohui Peng; Yongwei Zhao; Chen Zhao; Yanjun Wu; Ling Li 001 (CVPR, 2025)

Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear Isolation. - Zhifei Yue; Xinkai Song; Tianbo Liu 006; Xing Hu 001; Rui Zhang 040; Zidong Du; Wei Li 008; Qi Guo 001; Tianshi Chen 002 (HPCA, 2025)

Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table. - Tianbo Liu 006; Xinkai Song; Zhifei Yue; Rui Wen; Xing Hu 001; Zhuoran Song; Yuanbo Wen; Yifan Hao 001; Wei Li 008; Zidong Du; Rui Zhang 040; Jiaming Guo; et al. (ISCA, 2025)

Bottom-Up and Top-Down Thoughts for Visual Intention Grounding. - Kangcheng Liu; Junbin Xiao; Rui Zhang 040; Hanqi Lv; Zidong Du (ICMR, 2025)

DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization. - Pucheng Dang; Xing Hu 001; Dong Li 008; Rui Zhang 040; Qi Guo 001; Kaidi Xu (NAACL (Findings), 2025)

Morphology generalizable reinforcement learning via multi-level graph features. - Yansong Pan; Rui Zhang 040; Jiaming Guo; Shaohui Peng; Fan Wu; Kaizhao Yuan; Yunkai Gao 001; Siming Lan; Ruizhi Chen; Ling Li 001; Xing Hu 001; Zidong Du; et al. (Neurocomputing, 2025)

CAN: Cascade Augmentations Against Noise for Image Restoration. - Yanyang Yan; Siyuan Yao; Wenqi Ren; Rui Zhang 040; Qi Guo 001; Xiaochun Cao (IEEE Trans. Image Process., 2025)

AI Computing Systems for Large Language Models Training. - Zhen-Xing Zhang; Yuanbo Wen; Han-Qi Lyu; Chang Liu 021; Rui Zhang 040; Xia-Qing Li; Chao Wang 003; Zidong Du; Qi Guo 001; Ling Li 001; Xue-Hai Zhou; Yun-Ji Chen (J. Comput. Sci. Technol., 2025)

Policy Constraint by Only Support Constraint for Offline Reinforcement Learning. - Yunkai Gao 001; Jiaming Guo; Fan Wu; Rui Zhang 040 (CoRR, 2025)

Object-Level Verbalized Confidence Calibration in Vision-Language Models via Semantic Perturbation. - Yunpu Zhao; Rui Zhang 040; Junbin Xiao; Ruibo Hou; Jiaming Guo; Zihao Zhang; Yifan Hao 001; Yunji Chen (CoRR, 2025)

QiMeng-CPU-v2: Automated Superscalar Processor Design by Learning Data Dependencies. - Shuyao Cheng; Rui Zhang 040; Wenkai He; Pengwei Jin; Chongxiao Li; Zidong Du; Xing Hu 001; Yifan Hao 001; Guanglin Xu; Yuanbo Wen; Ling Li 001; Qi Guo 001; et al. (CoRR, 2025)

CodeV-R1: Reasoning-Enhanced Verilog Generation. - Yaoyu Zhu; Di Huang; Han-Qi Lyu; Xiaoyun Zhang; Chongxiao Li; Wenxuan Shi; Yutong Wu; Jianan Mu; Jinghua Wang; Yang Zhao 013; Pengwei Jin; Shuyao Cheng; et al. (CoRR, 2025)

Large Processor Chip Model. - Kaiyan Chang; Mingzhi Chen; Yunji Chen; Zhirong Chen; Dongrui Fan; Junfeng Gong; Nan Guo; Yinhe Han 001; Qinfen Hao; Shuo Hou; Xuanjing Huang 001; Pengwei Jin; et al. (CoRR, 2025)

QiMeng: Fully Automated Hardware and Software Design for Processor Chip. - Rui Zhang 040; Yuanbo Wen; Shuyao Cheng; Di Huang; Shaohui Peng; Jiaming Guo; Pengwei Jin; Jiacheng Zhao; Tianrui Ma; Yaoyu Zhu; Yifan Hao 001; Yongwei Zhao; et al. (CoRR, 2025)

Mutual-Supervised Learning for Sequential-to-Parallel Code Translation. - Changxin Ke; Rui Zhang 040; Shuo Wang; Li Ding; Guangli Li; Yuanbo Wen; Shuoming Zhang; Ruiyuan Xu; Jin Qin; Jiaming Guo; Chenxi Wang; Ling Li 001; et al. (CoRR, 2025)

Assessing and Understanding Creativity in Large Language Models. - Yunpu Zhao; Rui Zhang 040; Wenyi Li; Ling Li 001 (Mach. Intell. Res., 2025)

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs. - Pengwei Jin; Di Huang; Chongxiao Li; Shuyao Cheng; Yang Zhao 013; Xinyao Zheng; Jiaguo Zhu; Shuyi Xing; Bohan Dou; Rui Zhang 040; Zidong Du; Qi Guo 001; et al. (CoRR, 2025)

StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs through Knowledge-Reasoning Fusion. - Yutong Wu; Di Huang; Ruosi Wan; Yue Peng; Shijie Shang; Chenrui Cao; Lei Qi; Rui Zhang 040; Zidong Du; Jie Yang 002; Xing Hu 001 (CoRR, 2025)

Bi-Modality Individual-Aware Prompt Tuning for Visual-Language Model. - Hantao Yao; Rui Zhang 040; Huaihai Lyu; Yongdong Zhang 001; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)