| 2026 | AAAI | Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging. | Lujun Li, Qiyuan Zhu, Jiacheng Wang, Xiaoyu Qin, Wei Li, Hao Gu, Sirui Han, Yike Guo |
| 2026 | AAAI | Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging. | Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo |
| 2026 | ACL | Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models. | Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu |
| 2026 | ACL | BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook. | Hao Gu, Lujun Li, Hao Wang, Lei Wang, Zheyu Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo |
| 2026 | ACL | QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch. | Hao Gu, Hao Wang, Jiacheng Liu, Lujun Li, Qiyuan Zhu, Bei Liu, Binxing Xu, Lei Wang, Xintong Yang, Sida Lin, Sirui Han, Yike Guo |
| 2026 | ACL | Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models. | Hao Wang, Hao Gu, Hongming Piao, Kaixiong Gong, Yuxiao Ye, Xiangyu Yue, Sirui Han, Yike Guo, Dapeng Wu |
| 2026 | ACL | Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs. | Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo |
| 2026 | ASPDAC | Comprehensive Delay-Aware Net Weighting Framework for Timing-Driven Global Placement. | Lixin Chen, Keyu Peng, Jinghui Zhou, Hao Gu, Wei Fu, Shuting Cai, Ziran Zhu |
| 2026 | DATE | Late Breaking Results: RL-Based Macro Placement with Cell Clustering and Rudy Modeling for Routability Optimization. | Youwen Wang, Hao Gu, Xinglin Zheng, Keyu Peng, Ziran Zhu |
| 2025 | AAAI | Region-Based Optimization in Continual Learning for Audio Deepfake Detection. | Yujie Chen, Jiangyan Yi, Cunhang Fan, Jianhua Tao, Yong Ren, Siding Zeng, Chu Yuan Zhang, Xinrui Yan, Hao Gu, Jun Xue, Chenglong Wang, Zhao Lv, Xiaohui Zhang |
| 2025 | CIKM | PRECISE: Pre-training and Fine-tuning Sequential Recommenders with Collaborative and Semantic Information. | Chonggang Song, Chunxu Shen, Hao Gu, Yaoming Wu, Lingling Yi, Jie Wen, Chuan Chen |
| 2025 | CIKM | Personalized Multi Modal Alignment Encoding for CTR-Recommendation in WeChat. | Jiawei Zheng, Hao Gu, Lingling Yi, Jie Wen, Chuan Chen |
| 2025 | DAC | Late Breaking Results: Customized Diffusion Model Empowered by Heterogeneous Graph Network for Effective Floorplanning. | Xinglin Zheng, Hao Gu, Keyu Peng, Youwen Wang, Wenxing Zhu, Ziran Zhu |
| 2025 | DATE | Multiscale Feature Attention and Transformer Based Congestion Prediction for Routability-Driven FPGA Macro Placement. | Hao Gu, Xinglin Zheng, Youwen Wang, Keyu Peng, Ziran Zhu, Jun Yang |
| 2025 | ICCAD | DiSPlace: Diffusion-Sharing-Driven Transistor-Level Placement Beyond Standard-Cell Boundaries for DTCO. | Keyu Peng, Yinuo Wu, Zhengzhe Zheng, Hao Gu, Ziran Zhu, Chao Wang, Jun Yang |
| 2025 | ICML | OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition. | Zheng Lian, Haiyang Sun, Licai Sun, Haoyu Chen, Lan Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao |
| 2025 | ICML | Delta Decompression for MoE-based LLMs Compression. | Hao Gu, Wei Li, Lujun Li, Qiyuan Zhu, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo |
| 2025 | ICML | MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition. | Wei Li, Lujun Li, Hao Gu, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo |
| 2025 | Interspeech | Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model. | Yong Ren, Chenxing Li, Le Xu, Hao Gu, Duzhen Zhang, Yujie Chen, Manjie Xu, Ruibo Fu, Shan Yang, Dong Yu |
| 2025 | KDD | PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching. | Haotong Du, Yaqing Wang, Fei Xiong, Lei Shao, Ming Liu, Hao Gu, Quanming Yao, Zhen Wang |
| 2025 | RecSys | Untitled record | Hao Gu, Rui Zhong, Yu Xia, Wei Yang, Chi Lu, Peng Jiang, Kun Gai |
| 2025 | SIGIR | Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model. | Yu Xia, Rui Zhong, Hao Gu, Wei Yang, Chi Lu, Peng Jiang, Kun Gai |
| 2024 | CIKM | Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection. | Zhikai Wang, Yanyan Shen, Zexi Zhang, Li He, Yichun Li, Hao Gu, Yinghua Zhang |
| 2024 | COLING | NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption. | Hao Gu, Jiangyan Yi, Zheng Lian, Jianhua Tao, Xinrui Yan |
| 2024 | DAC | Late Breaking Results: Routability-Driven FPGA Macro Placement Considering Complex Cascade Shape and Region Constraints. | Hao Gu, Jian Gu, Keyu Peng, Jun Yang, Ziran Zhu |
| 2023 | CIKM | Dual Interests-Aligned Graph Auto-Encoders for Cross-domain Recommendation in WeChat. | Jiawei Zheng, Hao Gu, Chonggang Song, Dandan Lin, Lingling Yi, Chuan Chen |
| 2023 | SERA | Construction and Application of Knowledge Graph for Food Therapy. | Qianzhong Chen, Xianghao Meng, Feng Lin, Dongsheng Shi, Yiying Lin, Dongmei Li, Hao Gu, Xiaoping Zhang |
| 2022 | CIKM | PlatoGL: Effective and Scalable Deep Graph Learning System for Graph-enhanced Real-Time Recommendation. | Dandan Lin, Shijie Sun, Jingtao Ding, Xuehan Ke, Hao Gu, Xing Huang, Chonggang Song, Xuri Zhang, Lingling Yi, Jie Wen, Chuan Chen |
| 2022 | GLOBECOM | Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI. | Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin |
| 2021 | KDD | Multi-view Denoising Graph Auto-Encoders on Heterogeneous Information Networks for Cold-start Recommendation. | Jiawei Zheng, Qianli Ma, Hao Gu, Zhenjing Zheng |
| 2020 | VTC | Convolutional Neural Network Aided Signal Modulation Recognition in OFDM Systems. | Sheng Hong, Yu Wang, Yuwen Pan, Hao Gu, Miao Liu, Jie Yang, Guan Gui |
| 2019 | KDD | Semantic Product Search. | Priyanka Nigam, Yiwei Song, Vijai Mohan, Vihan Lakshman, Weitian Allen Ding, Ankit Shingavi, Choon Hui Teo, Hao Gu, Bing Yin |
| 2016 | ICARCV | Optimal accuracy improvement method in throughput estimation of manufacturing flow line. | Heqing Sun, Hao Gu, Zehao Wang |
| 2016 | ICASSP | A comparative study of robustness of deep learning approaches for VAD. | Sibo Tong, Hao Gu, Kai Yu |
| 2014 | COCOA | A Bicriteria Approximation Algorithm for DVRP with Time Windows. | Hao Gu, Liang Song, Hejiao Huang, Hongwei Du |
| 2013 | MOBICOM | LightSync: unsynchronized visual communication over screen-camera links. | Wenjun Hu, Hao Gu, Qifan Pu |
| 2006 | WCNC | Performance analysis of a wireless sensor network. | Mustafa K. Mehmet Ali, Hao Gu |