BQ
Biqing Qi
cs.CLcs.AIcs.LGcs.CVcs.CEcs.CRcs.HCcs.MAcs.ROcs.IR
On Valency
published · living versionsW_mebhrdwy·v1 · currentpublished
Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE
with Ermo Hua, Xiangyu Hong, Baiting Wu, Che Jiang +9
1 version
Preprints & journals
63 papers in the corpus · 2023–2026Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE2610.27598v1 · Ermo Hua, Xiangyu Hong, Baiting Wu et al.2026 · 0 citationsarXivon Valency
Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond.42879260 · Ma, Zhiyuan, Wei, Jiabao, Wang, Tianyu et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Block-Sparse Attention with Semantic-Geometric Decoupled Routing2609.22884v1 · Xinwei Long, Weigao Sun, Weibo Gao et al.2026 · 0 citationsarXiv
Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning2608.14290v1 · Kai Chen, Jifeng Ding, Ning Ding et al.2026 · 0 citationsarXiv
PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory2608.03048v1 · Dawei Liu, Haixu Song, Shuang Cheng et al.2026 · 0 citationsarXiv
MacAgentBench: Benchmarking AI Agents on Real-World macOS Desktop2606.22557v1 · Yikun Fu, Bowen Fu, Zhenyu Wu et al.2026 · 0 citationsarXiv
UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems2605.26646v1 · Yiqun Chen, Wei Yang, Erhan Zhang et al.2026 · 0 citationsarXiv
FlexDraft: Flexible Speculative Decoding via Attention Tuning and Bonus-Guided Calibration2605.20022v1 · Yaojie Zhang, Jianuo Huang, Junlong Ke et al.2026 · 0 citationsarXiv
CKT-WAM: Parameter-Efficient Context Knowledge Transfer Between World Action Models2605.06247v1 · Yuhua Jiang, Yijun Guo, Hongbing Yang et al.2026 · 0 citationsarXiv
Auto-FlexSwitch: Efficient Dynamic Model Merging via Learnable Task Vector Compression2604.28109v1 · Junqi Gao, Dazhi Zhang, Zhichang Guo et al.2026 · 0 citationsarXiv
DARE: Diffusion Large Language Models Alignment and Reinforcement Executor2604.04215v1 · Jingyi Yang, Yuxian Jiang, Xuhao Hu et al.2026 · 0 citationsarXiv
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale2603.25040v2 · Yicheng Zou, Dongsheng Zhu, Lin Zhu et al.2026 · 1 citationarXiv
Pixel2Phys: Distilling Governing Laws from Visual Dynamics2602.19516v1 · Ruikun Li, Jun Yao, Yingfan Hua et al.2026 · 0 citationsarXiv
MARTI-MARS: Scaling Multi-Agent Self-Search via Reinforcement Learning for Code Generation2602.07848v1 · Shijie Wang, Pengfei Li, Yikun Fu et al.2026 · 0 citationsarXiv
Leveraging Adaptive Group Negotiation for Heterogeneous Multi-Robot Collaboration with Large Language Models2602.06967v1 · Siqi Song, Xuanbing Xie, Zonglin Li et al.2025 · 0 citationsarXiv
D2Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning2512.19443v2 · Evelyn Zhang, Fufu Yu, Aoqi Wu et al.2025 · 0 citationsarXiv
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding2512.14068v1 · Shuang Cheng, Yuhua Jiang, Zineng Zhou et al.2025 · 1 citationarXiv
PDAC: Efficient Coreset Selection for Continual Learning via Probability Density Awareness2511.09487v1 · Junqi Gao, Zhichang Guo, Dazhi Zhang et al.2025 · 0 citationsarXiv
Self Speculative Decoding for Diffusion Large Language Models2510.04147v1 · Yifeng Gao, Ziang Ji, Yuxuan Wang et al.2025 · 0 citationsarXiv
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data2509.15221v2 · Zhaoyang Liu, Jingjing Xie, Zichen Ding et al.2025 · 0 citationsarXiv
A Survey of Reinforcement Learning for Large Reasoning Models2509.08827v3 · Kaiyan Zhang, Yuxin Zuo, Bingxiang He et al.2025 · 3 citationsarXiv
ReviewRL: Towards Automated Scientific Review with RL2508.10308v1 · Sihang Zeng, Kai Tian, Kaiyan Zhang et al.2025 · 2 citationsarXiv
Chem3DLLM: 3D Multimodal Large Language Models for Chemistry2508.10696v1 · Lei Jiang, Shuzhou Sun, Biqing Qi et al.2025 · 2 citationsarXiv
T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval2508.01680v1 · Dong Li, Yichen Niu, Ying Ai et al.2025 · 13 citationsarXiv
SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy2508.01188v4 · Zhuo Yang, Jiaqing Xie, Shuaike Shen et al.2025 · 1 citationarXiv
OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?2507.19132v1 · Xuetian Chen, Yinghao Chen, Xinfeng Yuan et al.2025 · 0 citationsarXiv
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning2506.03939v1 · Junqi Gao, Xiang Zou, YIng Ai et al.2025 · 2 citationsarXiv
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration2506.15721v4 · Junqi Gao, Zhichang Guo, Dazhi Zhang et al.2025 · 0 citationsarXiv
MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data2505.11940v2 · Ruikun Li, Yan Lu, Shixiang Tang et al.2025 · 0 citationsarXiv
TTRL: Test-Time Reinforcement Learning2504.16084v3 · Yuxin Zuo, Kaiyan Zhang, Li Sheng et al.2025 · 7 citationsarXiv
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning2504.00891v2 · Jian Zhao, Runze Liu, Kaiyan Zhang et al.2025 · 3 citationsarXiv
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines2502.16641v1 · Xinwei Long, Zhiyuan Ma, Ermo Hua et al.2025 · 12 citationsarXiv
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling2502.06703v1 · Runze Liu, Junqi Gao, Jian Zhao et al.2025 · 2 citationsarXiv
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization2412.17739v4 · Ermo Hua, Che Jiang, Xingtai Lv et al.2024 · 2 citationsarXiv
Fast and Slow Gradient Approximation for Binary Neural Network Optimization2412.11777v1 · Xinquan Chen, Junqi Gao, Biqing Qi et al.2024 · 0 citationsarXiv
Less is More: Efficient Model Merging with Binary Task Switch2412.00054v1 · Biqing Qi, Fangyuan Li, Zhen Wang et al.2024 · 4 citationsarXiv
Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization2412.07779v1 · Biqing Qi, Zhouyi Qian, Yiang Luo et al.2024 · 1 citationarXiv
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning2411.06659v1 · Dong Li, Aijia Zhang, Junqi Gao et al.2024 · 1 citationarXiv
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System2410.09403v4 · Haoyang Su, Renqi Chen, Shixiang Tang et al.2024 · 19 citationsarXiv
On the token distance modeling ability of higher RoPE attention dimension2410.08703v2 · Xiangyu Hong, Che Jiang, Biqing Qi et al.2024 · 2 citationsarXiv
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making2409.16686v2 · Dayuan Fu, Biqing Qi, Yihuai Gao et al.2024 · 2 citationsEMNLP 2024 Main
SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning2408.01970v1 · Biqing Qi, Junqi Gao, Xinquan Chen et al.2024 · 0 citationsarXiv
Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking2407.13188v2 · Zhiyuan Ma, Guoli Jia, Biqing Qi et al.2024 · 14 citationsarXiv
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation2407.08940v2 · Biqing Qi, Kaiyan Zhang, Kai Tian et al.2024 · 5 citationsarXiv
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion2407.08642v1 · Kaiyan Zhang, Biqing Qi, Bowen Zhou2024 · 2 citationsarXiv
Neural Residual Diffusion Models for Deep Scalable Vision Generation2406.13215v2 · Zhiyuan Ma, Liangliang Zhao, Biqing Qi et al.2024 · 6 citationsarXiv
Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding2406.12295v2 · Kaiyan Zhang, Jianyu Wang, Ning Ding et al.2024 · 3 citationsarXiv
Enhancing Adversarial Transferability via Information Bottleneck Constraints2406.05531v1 · Biqing Qi, Junqi Gao, Jianxing Liu et al.2024 · 6 citationsIEEE Signal Processing Letters, 2024
Exploring Adversarial Robustness of Deep State Space Models2406.05532v2 · Biqing Qi, Yang Luo, Junqi Gao et al.2024 · 3 citationsarXiv
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing2406.05534v1 · Biqing Qi, Pengfei Li, Fangyuan Li et al.2024 · 0 citationsarXiv
Career total: 76 works. 63 are in this corpus.Showing the 50 most recent.
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