Publications (54)
Compute Only Once: UG-Separation for Efficient Large Recommendation Models
Hui Lu, Zheng Chai, Shipeng Bai +15
MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation
Yifan Peng, Ilia Kulikov, Yilin Yang +4
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
Hui Lu, Yi Yu, Song Xia +5
Traj-Transformer: Diffusion Models with Transformer for GPS Trajectory Generation
Zhiyang Zhang, Ningcong Chen, Xin Zhang +4
How Should LLMs Listen While Speaking? A Study of User-Stream Routing in Full-Duplex Spoken Dialogue
Hui Lu, Xueyuan Chen, Huimeng Wang +4
HGCA: Hybrid GPU-CPU Attention for Long Context LLM Inference
Weishu Deng, Yujie Yang, Peiran Du +6
Addressing Index Collapse of Large-Codebook Speech Tokenizer with Dual-Decoding Product-Quantized Variational Auto-Encoder
Haohan Guo, Fenglong Xie, Dongchao Yang +3
Comment on "Reentrant Localization Transition in a Quasiperiodic Chain"
Longyan Gong, Hui Lu, Weiwen Cheng
Universal Adversarial Attacks against Closed-Source MLLMs via Target-View Routed Meta Optimization
Hui Lu, Yi Yu, Yiming Yang +6
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud
Qinlong Wang, Tingfeng Lan, Yinghao Tang +8
MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection
Hui Lu, Yi Yu, Shijian Lu +4
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs
Zhengmao Ye, Dengchun Li, Zetao Hu +8
An LLM-Driven Multi-Agent Debate System for Mendelian Diseases
Xinyang Zhou, Yongyong Ren, Qianqian Zhao +15
MMCL: Correcting Content Query Distributions for Improved Anti-Overlapping X-Ray Object Detection
Mingyuan Li, Tong Jia, Hui Lu +7
Snakes and Ladders: Two Steps Up for VideoMamba
Hui Lu, Albert Ali Salah, Ronald Poppe
PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards
Shulei Wang, Longhui Wei, Xin He +4
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs
Shaojie Zhu, Zhaobin Wang, Chengxiang Zhuo +3
VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis
Hui Lu, Zhiyong Wu, Xixin Wu +4
Architectural and System Implications of CXL-enabled Tiered Memory
Yujie Yang, Lingfeng Xiang, Peiran Du +7
VidLBEval: Benchmarking and Mitigating Language Bias in Video-Involved LVLMs
Yiming Yang, Yangyang Guo, Hui Lu +1
When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models
Hui Lu, Yi Yu, Yiming Yang +5
Enhancing Video Transformers for Action Understanding with VLM-aided Training
Hui Lu, Hu Jian, Ronald Poppe +1
Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using -VAE
Hui Lu, Disong Wang, Xixin Wu +3
Efficient free energy profile reconstruction using adaptive stochastic perturbation protocols
Ognjen Perisic, Hui Lu
Towards High-Quality Neural TTS for Low-Resource Languages by Learning Compact Speech Representations
Haohan Guo, Fenglong Xie, Xixin Wu +2
Global structure of the spectrum of periodic Non-hermitian Jacobi operators
Hui Lu, Jiangong You
A Review of zk-SNARKs
Thomas Chen, Hui Lu, Teeramet Kunpittaya +1
MSN: A Memory-based Sparse Activation Scaling Framework for Large-scale Industrial Recommendation
Shikang Wu, Hui Lu, Jinqiu Jin +9
Investigating Decoder-only Large Language Models for Speech-to-text Translation
Chao-Wei Huang, Hui Lu, Hongyu Gong +4
Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation
Disong Wang, Songxiang Liu, Xixin Wu +4
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions
Hui Lu, Albert Ali Salah, Ronald Poppe
FOAM: A General Frequency-Optimized Anti-Overlapping Framework for Overlapping Object Perception
Mingyuan Li, Tong Jia, Han Gu +7
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks
Xu Li, Xixin Wu, Hui Lu +2
SCORPIO: Serving the Right Requests at the Right Time for Heterogeneous SLOs in LLM Inference
Yinghao Tang, Tingfeng Lan, Xiuqi Huang +2
StarTSE: Towards Streaming Target Speaker Extraction via Chunk-wise Interleaved Splicing of Autoregressive Language Model
Shuhai Peng, Hui Lu, Jinjiang Liu +8
LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders
Zheng Chai, Qin Ren, Xijun Xiao +14
Compensation Sampling for Improved Convergence in Diffusion Models
Hui Lu, Albert ali Salah, Ronald Poppe
Improving Routing Efficiency through Intermediate Target Based Geographic Routing
Zongming Fei, Jianjun Yang, Hui Lu
On Termination of Polynomial Programs with Equality Conditions
Yangjia Li, Naijun Zhan, Mingshuai Chen +3
Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation
Zhen Gong, Zhifang Fan, Hui Lu +7
Autonomous self-evolving research on biomedical data: the DREAM paradigm
Luojia Deng, Yijie Wu, Yongyong Ren +1
A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS
Haohan Guo, Hui Lu, Xixin Wu +1
Large Memory Network for Recommendation
Hui Lu, Zheng Chai, Yuchao Zheng +5
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction
Hanzhang Zhou, Junlang Qian, Zijian Feng +3
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis
Yifan Peng, Ilia Kulikov, Yilin Yang +4
Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration
Lingfeng Xiang, Zhen Lin, Weishu Deng +4
Private Multiparty Perception for Navigation
Hui Lu, Mia Chiquier, Carl Vondrick
Breaking the Quality--Intelligibility Trade-off in Streaming Target Speaker Extraction via Deep-Feature-Anchored Preference Optimization
Shuhai Peng, Jinjiang Liu, Hui Lu +5
TokenMixer-Large: Scaling Up Large Ranking Models in Industrial Recommenders
Yuchen Jiang, Jie Zhu, Xintian Han +18
Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders
Zheng Chai, Hui Lu, Di Chen +3
SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis
Huimeng Wang, Hui Lu, Jiajun Deng +7
STARS: Spike Tail-Aware Relational Synthesis for ANN-to-SNN Data-Free Knowledge Distillation
Shuhan Ye, Yi Yu, Qixin Zhang +5
Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge Distillation
Renjie Liang, Yiming Yang, Hui Lu +1
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors
Mingyuan Li, Tong Jia, Hao Wang +5