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Di He

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

103

Venues

25

Active years

2001–2026

Best venue rank

A*

Where they publish

Papers

103 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIEfficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression.Jiameng Huang, Baijiong Lin, Guhao Feng, Jierun Chen, Di He, Lu Hou
2026ACLSWE-Swiss: A Multi-Task Fine-Tuning and RL Recipe for High-Performance Issue Resolution.Zhenyu He, Qingping Yang, Wei Shen, Xiaojian Zhong, Kechi Zhang, Chenxin An, Wenlei Shi, Tianle Cai, Di He, Jiaze Chen, Jingjing Xu
2026ACLTed-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning.Jiameng Huang, Zhi Zhang, Zhenyu He, Jiacheng Sun, Di He
2026ACLAgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse.Zhang Zhang, Shuqi Lu, Hongjin Qian, Di He, Zheng Liu
2026EACLEnhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning.Qifan Yu, Zhenyu He, Sijie Li, Zhou Xun, Jun Zhang, Jingjing Xu, Di He
2026ISCASAccurate Localization of RF Signals Based on Adaptive Normalized SR System and Phase Estimation.Qichang Yong, Di He
2025ACLHow Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs.Guhao Feng, Kai Yang, Yuntian Gu, Xinyue Ai, Shengjie Luo, Jiacheng Sun, Di He, Zhenguo Li, Liwei Wang
2025EMNLPBeyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs.Zhang Zhang, Guhao Feng, Jian Guan, Di He, Wei Wu
2025GLOBECOMAn Enhanced 3-D Direct Positioning Method with Adaptive Grid Refinement in Indoor Environments.Yi Jin, Di He, Xuyu Gao, Wenxian Yu
2025ICLRLet the Code LLM Edit Itself When You Edit the Code.Zhenyu He, Jun Zhang, Shengjie Luo, Jingjing Xu, Zhi Zhang, Di He
2025ICMLDPO Meets PPO: Reinforced Token Optimization for RLHF.Han Zhong, Zikang Shan, Guhao Feng, Wei Xiong, Xinle Cheng, Li Zhao, Di He, Jiang Bian, Liwei Wang
2025InterspeechOn Retrieval of Long Audios with Complex Text Queries.Ruochu Yang, Milind Rao, Harshavardhan Sundar, Anirudh Raju, Aparna Khare, Srinath Tankasala, Di He, Venkatesh Ravichandran
2025IPINOptimized 6G ISAC Beamforming for Target Detection and Localization.Behzod Mukhiddinov, Di He, Wenxian Yu
2025ISCASZSCIL: Zero-Shot Class Incremental Learning Method for Signal Recognition.Wenjie Sun, Rujun Song, Sidi Liang, Di He, Zhuoling Xiao, Bo Yan
2025ISCASLoSeVO: Local Sequence Constraints for Deep Visual Odometry.Xinchen Zhang, Ran Zhu, Rujun Song, Di He, Tingyong Yang, Zhuoling Xiao, Bo Yan
2024ACCVSAMIF: Adapting Segment Anything Model for Image Inpainting Forensics.Lan Zhang, Xinshan Zhu, Di He, Xin Liao, Biao Sun
2024AISTATSLearning a Fourier Transform for Linear Relative Positional Encodings in Transformers.Krzysztof Choromanski, Shanda Li, Valerii Likhosherstov, Kumar Avinava Dubey, Shengjie Luo, Di He, Yiming Yang, Tams Sarls, Thomas Weingarten, Adrian Weller
2024ICASSPTurn-Taking and Backchannel Prediction with Acoustic and Large Language Model Fusion.Jinhan Wang, Long Chen, Aparna Khare, Anirudh Raju, Pranav Dheram, Di He, Minhua Wu, Andreas Stolcke, Venkatesh Ravichandran
2024ICLRHebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks.Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
2024ICLRBeyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness.Bohang Zhang, Jingchu Gai, Yiheng Du, Qiwei Ye, Di He, Liwei Wang
2024ICMLTemporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning.Mingqing Xiao, Yixin Zhu, Di He, Zhouchen Lin
2024ICMLTwo Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation.Zhenyu He, Guhao Feng, Shengjie Luo, Kai Yang, Liwei Wang, Jingjing Xu, Zhi Zhang, Hongxia Yang, Di He
2024ICMLGeoMFormer: A General Architecture for Geometric Molecular Representation Learning.Tianlang Chen, Shengjie Luo, Di He, Shuxin Zheng, Tie-Yan Liu, Liwei Wang
2024ICMLDo Efficient Transformers Really Save Computation?Kai Yang, Jan Ackermann, Zhenyu He, Guhao Feng, Bohang Zhang, Yunzhen Feng, Qiwei Ye, Di He, Liwei Wang
2024ISCASGraSS: Graph Neural Networks for Loop Closure Detection with Semantic and Spatial Assistance.Shihang Lu, Zhuolin Peng, Zhuoling Xiao, Bo Yan, Shuisheng Lin, Sheng Yu, Di He
2024ISCASCLFusion: 3D Semantic Segmentation Based on Camera and Lidar Fusion.Tianyue Wang, Rujun Song, Zhuoling Xiao, Bo Yan, Haojie Qin, Di He
2024NAACLREST: Retrieval-Based Speculative Decoding.Zhenyu He, Zexuan Zhong, Tianle Cai, Jason D. Lee, Di He
2023ACLRobustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions.Yibin Wang, Yichen Yang, Di He, Kun He
2023AISTATSLearning Physics-Informed Neural Networks without Stacked Back-propagation.Di He, Shanda Li, Wenlei Shi, Xiaotian Gao, Jia Zhang, Jiang Bian, Liwei Wang, Tie-Yan Liu
2023AISTATSAdversarial Noises Are Linearly Separable for (Nearly) Random Neural Networks.Huishuai Zhang, Da Yu, Yiping Lu, Di He
2023ASRUTwo-Pass Endpoint Detection for Speech Recognition.Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow
2023CVPRDSVT: Dynamic Sparse Voxel Transformer with Rotated Sets.Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang
2023ICASSPTowards Accurate and Real-Time End-of-Speech Estimation.Yifeng Fan, Colin Vaz, Di He, Jahn Heymann, Viet Anh Trinh, Zhe Zhang, Venkatesh Ravichandran
2023ICASSPAdaptive Endpointing with Deep Contextual Multi-Armed Bandits.Do June Min, Andreas Stolcke, Anirudh Raju, Colin Vaz, Di He, Venkatesh Ravichandran, Viet Anh Trinh
2023ICLROne Transformer Can Understand Both 2D & 3D Molecular Data.Shengjie Luo, Tianlang Chen, Yixian Xu, Shuxin Zheng, Tie-Yan Liu, Liwei Wang, Di He
2023ICLRDenoising Masked Autoencoders Help Robust Classification.Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang, Liwei Wang, Di He
2023ICLRRethinking the Expressive Power of GNNs via Graph Biconnectivity.Bohang Zhang, Shengjie Luo, Liwei Wang, Di He
2023ICMLA Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests.Bohang Zhang, Guhao Feng, Yiheng Du, Di He, Liwei Wang
2023InterspeechPersonalized Predictive ASR for Latency Reduction in Voice Assistants.Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow
2023ISCASOne-Reflection Path Assisted Fingerprint Localization Method with Single Base Station under 6G Indoor Environment.Xuyu Gao, Di He, Pai Wang, Zhicheng Zhou, Zhuoling Xiao, Shintaro Arai
2023ISCASMitigating Catastrophic Forgetting in Deep Transfer Learning for Fingerprinting Indoor Positioning.Heng Pan, Shuang Wei, Di He, Zhuoling Xiao, Shintaro Arai
2022ACLFinding the Dominant Winning Ticket in Pre-Trained Language Models.Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan
2022CVPRTwo Coupled Rejection Metrics Can Tell Adversarial Examples Apart.Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu
2022ICASSPVADOI: Voice-Activity-Detection Overlapping Inference for End-To-End Long-Form Speech Recognition.Jinhan Wang, Xiaosu Tong, Jinxi Guo, Di He, Roland Maas
2022ICLRBoosting the Certified Robustness of L-infinity Distance Nets.Bohang Zhang, Du Jiang, Di He, Liwei Wang
2022ICMLHousE: Knowledge Graph Embedding with Householder Parameterization.Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang
2021EMNLPLess is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder.Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk
2021ICLRTaking Notes on the Fly Helps Language Pre-Training.Qiyu Wu, Chen Xing, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu
2021ICLRRethinking Positional Encoding in Language Pre-training.Guolin Ke, Di He, Tie-Yan Liu
2021ICMLGraphNorm: A Principled Approach to Accelerating Graph Neural Network Training.Tianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang
2021ICMLHow could Neural Networks understand Programs?Dinglan Peng, Shuxin Zheng, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu
2021ICMLTowards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons.Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang
2021Interspeechwav2vec-C: A Self-Supervised Model for Speech Representation Learning.Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
2020ECCVInvertible Image Rescaling.Mingqing Xiao, Shuxin Zheng, Chang Liu, Yaolong Wang, Di He, Guolin Ke, Jiang Bian, Zhouchen Lin, Tie-Yan Liu
2020GLOBECOMLocalization of 3-D Near-field Sources Based on the Joint Phase Interferometer and MUSIC Algorithm.Ziwei Ma, Di He, Xin Chen, Wenxian Yu
2020ICLRMACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius.Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang
2020ICLRIncorporating BERT into Neural Machine Translation.Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
2020ICMLOn Layer Normalization in the Transformer Architecture.Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu
2020IJCAII4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations.Xufang Luo, Qi Meng, Di He, Wei Chen, Yunhong Wang
2020IGARSSReducing the Receiving Array Complexity By Using the Parallel Stochastic Resonance System.Di He, Fusheng Zhu, Lijuan Sun, Wenxian Yu
2020ISCASRavenFlow: Congestion-Aware Load Balancing in 5G Base Station Network.Wenjun Wu, Lingge Jiang, Chen He, Di He, Jian Zhang
2020ISCASSLNR Based Hybrid Precoding for HAP Massive MIMO Systems with Limited RF Chains.Jian Zhang, Lingge Jiang, Pingping Ji, Chen He, Di He, Wenjun Wu
2019AAAISentence-Wise Smooth Regularization for Sequence to Sequence Learning.ChengYue Gong, Xu Tan, Di He, Tao Qin
2019AAAINon-Autoregressive Neural Machine Translation with Enhanced Decoder Input.Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu
2019AAAINon-Autoregressive Machine Translation with Auxiliary Regularization.Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
2019AAAITied Transformers: Neural Machine Translation with Shared Encoder and Decoder.Yingce Xia, Tianyu He, Xu Tan, Fei Tian, Di He, Tao Qin
2019DASCEvaluation Approach Based upon Knowledge Delivery Process in Smart Teaching Environment.Chengxin Zhang, Huiquan Zhang, Di He, Fei Hao
2019EMNLPHint-Based Training for Non-Autoregressive Machine Translation.Zhuohan Li, Zi Lin, Di He, Fei Tian, Tao Qin, Liwei Wang, Tie-Yan Liu
2019EMNLPMultilingual Neural Machine Translation with Language Clustering.Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu
2019EMNLPMachine Translation With Weakly Paired Documents.Lijun Wu, Jinhua Zhu, Di He, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu
2019ICASSPWhen CTC Training Meets Acoustic Landmarks.Di He, Xuesong Yang, Boon Pang Lim, Yi Liang, Mark Hasegawa-Johnson, Deming Chen
2019ICLRRepresentation Degeneration Problem in Training Natural Language Generation Models.Jun Gao, Di He, Xu Tan, Tao Qin, Liwei Wang, Tie-Yan Liu
2019ICLRMultilingual Neural Machine Translation with Knowledge Distillation.Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, Tie-Yan Liu
2019ICMLEfficient Training of BERT by Progressively Stacking.Linyuan Gong, Di He, Zhuohan Li, Tao Qin, Liwei Wang, Tie-Yan Liu
2019ICMLTowards a Deep and Unified Understanding of Deep Neural Models in NLP.Chaoyu Guan, Xiting Wang, Quanshi Zhang, Runjin Chen, Di He, Xing Xie
2019IJCAIDeliberation Learning for Image-to-Image Translation.Tianyu He, Yingce Xia, Jianxin Lin, Xu Tan, Di He, Tao Qin, Zhibo Chen
2019ISCASA Novel Wireless Positioning Approach Based on Distributed Stochastic-Resonance-Enhanced Power Spectrum Fusion Technique.Di He, Xin Chen, Danping Zou, Ling Pei, Lingge Jiang
2019ISCASStable and Fair Quantized Notification for 5G Mobile Network.Yu Sun, Lingge Jiang, Chen He, Di He, Ping Li
2019ISCASPositioning-Aided Scheme for Image Sensor Communication using Single-View Geometry.Zhengqiang Tang, Di He, Shintaro Arai, Danping Zou
2018COLINGDouble Path Networks for Sequence to Sequence Learning.Kaitao Song, Xu Tan, Di He, Jianfeng Lu, Tao Qin, Tie-Yan Liu
2018EMNLPBeyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter.Lijun Wu, Xu Tan, Di He, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu
2018ICMLTowards Binary-Valued Gates for Robust LSTM Training.Zhuohan Li, Di He, Fei Tian, Wei Chen, Tao Qin, Liwei Wang, Tie-Yan Liu
2018InterspeechImproved ASR for Under-resourced Languages through Multi-task Learning with Acoustic Landmarks.Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen
2018ISCASAn Improved Kernel Clustering Algorithm Used in Computer Network Intrusion Detection.Di He, Xin Chen, Danping Zou, Ling Pei, Lingge Jiang
2018ISCASUplink Power Control Approach Based on Adaptive Chaotic Simulated Annealing.Di He, Xin Chen, Danping Zou, Ling Pei, Lingge Jiang
2018NAACLDense Information Flow for Neural Machine Translation.Yanyao Shen, Xu Tan, Di He, Tao Qin, Tie-Yan Liu
2017ICCADMachine learning on FPGAs to face the IoT revolution.Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen
2017ICCADMachine learning on FPGAs to face the IoT revolution.Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen
2017InterspeechUsing Approximated Auditory Roughness as a Pre-Filtering Feature for Human Screaming and Affective Speech AED.Di He, Zuofu Cheng, Mark Hasegawa-Johnson, Deming Chen
2016IGARSSSpatial-temporal reasoning of Geovideo data based on ontology.Yan Zhou, Zhe Wang, Di He
2015GLOBECOMA Novel Spectrum Sensing Method in Cognitive Radio Networks Based on Graph Theory.Di He
2013COLTA Theoretical Analysis of NDCG Type Ranking Measures.Yining Wang, Liwei Wang, Yuanzhi Li, Di He, Tie-Yan Liu
2013IJCAIA Game-Theoretic Machine Learning Approach for Revenue Maximization in Sponsored Search.Di He, Wei Chen, Liwei Wang, Tie-Yan Liu
2012ISCASAn enhanced covariance spectrum sensing technique based on stochastic resonance in cognitive radio networks.Di He, Winston Li, Fusheng Zhu, Weiyao Lin
2011ISCASImproving the computer network intrusion detection performance using the relevance vector machine with Chebyshev chaotic map.Di He
2011ISCASOptimization of quartic double-well bistable stochastic resonance system.Di He
2010ISCASBreaking the SNR wall of spectrum sensing in cognitive radio by using the chaotic stochastic resonance.Di He
2010ISCASOptimal stochastic resonance under low signal-to-noise ratio circumstances.Di He
2010SiggraphAThe birthday gift.Di He, Pan Li, Jiong Li
2009GLOBECOMSignal Estimation in Clutter Using SVM-Based Chaos Synchronization.Di He
2009ICINCOGenerating High-speed Three-dimensional Dynamic Quadruped Walking using an Evolutionary Search.Di He, Qining Wang, Chunxia Rong, Guangming Xie
2004ISCASA novel CFAR intrusion detection method using chaotic stochastic resonance.Di He, Henry Leung
2001ISCASPhase tracking of CDMA spreading sequences using dynamic chaotic synchronization.Di He, Chen He, Ling-ge Jiang, Hong-Wen Zhu, Guang-Rui Hu