Accepted Paper List [Main Conference]录用论文列表 [主会议]

The following 57 papers have been accepted to the WAICA 2026 main conference.以下 57 篇论文已被 WAICA 2026 主会议录用。

Title / Authors论文题目 / 作者
  1. 3D-SSD: A 3D Networked Decoupled SSD Architecture for AI Workloads on High-Density NAND Flash
    Sirui Peng, Xingyu Chen, Xiangrui Zhang, Haozhe Lou (State Key Lab of Integrated Chips and Systems, College of Integrated Circuits and Micro-Nano Electronics, Fudan University, Shanghai, China); Qiang Zhou (TRANSCPUTING Technology LTD, Shanghai, China); Xiaoyong Xue (State Key Lab of Integrated Chips and Systems, School of Microelectronics, Fudan University, Shanghai, China); Xiaoyang Zeng (State Key Lab of Integrated Chips and Systems, College of Integrated Circuits and Micro-Nano Electronics, Fudan University, Shanghai, China)
  2. A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality
    Beidi Luan, Rui Sun (Stepfun); Sinuo Wang (The University of Adelaide); Yan Gu, Chao Li (Finstep); Zhenliang Xiong (Shanghai Jiao Tong University); Jing Li (Stepfun); Zuo Bai (Finstep & Stepfun)
  3. A Physics-informed Synthetic X-ray Dataset for Miniature Robot Swarm Tracking
    Daxing Fu, Xing Li, Qinglong Wang, Tianang Zhang, Yihan Chen, Xiang Ji (Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, China); Jialin Jiang (The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Acad-emy of Sciences, Shenyang, China); Li Zhang (Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, China)
  4. A Renewable Benchmark for Failure Diagnosis in Research-Level Mathematical Reasoning
    Jicheng Ma (School of Mathematics, Renmin University of China, Beijing, China); Guohua Wang, Xinhua Feng, Yiming Liu, Richeng Xuan, Zhichao Hu, Yuhong Lliu (Tencent, China)
  5. Act, Sense, Act: Learning Active Perception from Large-Scale Egocentric Human Data
    Jialiang Li, Yi Qiao, Yunhan Guo, Changwen Chen, Wenzhao Lian (School of Artificial Intelligence, Shanghai Jiao Tong University)
  6. AIDABench: AI Data Analytics Benchmark
    Yibo Yang, Fei Lei, Yixuan Sun, Yantao Zeng, Chengguang Lv, Jiancao Hong, Jiaojiao Tian, Tianyu Qiu, Xin Wang, Yanbing Chen, Yanjie Li, Zheng Pan, Xiaochen Zhou, Guanzhou Chen, Yuning Xu, Yue Ou, Shiqi He, Anya Jia, Yulei Xin, Huan Wu, Liu Liang (Sensetime); Jiaye Ge, Jianxin Dong (Shanghai AI Laboratory); Dahua Lin, Wenxiu Sun (Sensetime)
  7. Anchoring Intent and Verifying Locally: Towards Robust Multi-Turn Search with LLMs
    Daocheng Fu, Jianbiao Mei, Licheng Wen, xuemeng Yang, Rong Wu, Tao Hu, Pinlong Cai, Botian Shi (Shanghai AI Laboratory); Yong Liu (Zhejiang University); Yu Qiao (Shanghai AI Laboratory)
  8. Beyond Accuracy: Can LLMs Provide Biologically Grounded Evidence in Sequence-Based Omics Tasks?
    Jie Ying, Zhefan Wang, Zihong Chen (Shanghai Artificial Intelligence Laboratory); Zhengqing Li (Yazhouwan National Laboratory); Jinzhe Li, Gang Li (Shanghai Artificial Intelligence Laboratory); Jian Liu (University of the Chinese Academy of Sciences); Fang Hu (Fudan University); Tao Luo (Yazhouwan National Laboratory); Wanli Ouyang (Shanghai Artificial Intelligence Laboratory); Stan Z. Li (Westlake University); Fan Yang (Yazhouwan National Laboratory); Nanqing Dong (Shanghai Artificial Intelligence Laboratory)
  9. BlitzBough: An Efficient Privacy-Preserving Inference Framework for Decision Trees by Communication Optimization
    Guopeng Lin (Fudan University); Yixin Tu (Beijing Normal-Hong Kong Baptist University); Jingwei Pu, Zheng Qu, Shuyu Chen, Weili Han (Fudan University)
  10. Branching Policy Optimization: Sandbox-Native Language Agent Reinforcement Learning
    Bowei He, Yankai Chen (Mohamed bin Zayed University of Artificial Intelligence, McGill University); Xiaokun Zhang (City University of Hong Kong); Xue Liu (Mohamed bin Zayed University of Artificial Intelligence, McGill University)
  11. Byzantine Robust Distributed Learning with High-dimensional Efficiency
    Renhua Gao (Fudan University); Yikai Xu (The Hong Kong Polytechnic University); Christina Dan Wang (New York University Shanghai); Zhao Chen (Fudan University)
  12. CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering
    Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Ruihan Chen, Lei Huang, Baohang Li, Bing Qin (Harbin Institute of Technology)
  13. CATCH: Cross-Resolution Attention for Communication Throughput Prediction with Coupled Heterogeneous Features
    Yunzhen Li, Tianyu Sun, Siyu Lin, Bo Ai (Beijing Jiaotong University, Beijing, China)
  14. Cross-Reaction Transfer Learning: From Simple Hydrogenation to Complex Hydroformylation via Mechanistic Subspace Alignment
    Zhiyuan Zhou, Runhe Yang, Yiran Wang (Fudan University); Guoqiang Yang, Zheng Ling (Shanghai Jiao Tong University); Jian Pu (Fudan University)
  15. CTM: Structure-Aware Incremental Placement for Large-Model GPU Clusters
    Hao Yan, Xiongming Zhang (National Computer System Engineering Research Institute of China); Kangyi Wang (School of Cyber Science and Technology, Shandong University; National Computer System Engineering Research Institute of China); Jingmin Liu, Pengfei Dai, Changguo Guo (National Computer System Engineering Research Institute of China)
  16. DebateArena: Tracking Pending Judgments and Disagreements in Multi-Agent Debate over Open Event Streams
    Zijie Song (Shenzhen Kaipanla Network Technology Co., Ltd.); Mo Hai (School of Information, Central University of Finance and Economics)
  17. Developing and validating a GraphRAG-LLM for thematic analysis on transcripts in healthcare research
    Vivian Hui (School of Nursing, The Hong Kong Polytechnic University, Hong Kong); John Y. K. Law (POLARIX AI LIMITED, Hong Kong); Shaowei Guan, Lidan Tian, Xinyu Feng (School of Nursing, The Hong Kong Polytechnic University, Hong Kong)
  18. Disagreement and Beyond: Boosting Semi-supervised Medical Image Segmentation with Data Perturbation and Model Stabilization
    Zhen Zhao, Sizhe Zhang (Shanghai Artificial Intelligence Laboratory); Meng Zhao (Tencent); Luping Zhou (University of Sydney); Yiming Wu (Shanghai Artificial Intelligence Laboratory)
  19. DyLAC: Latent Dynamics Clustering for Trajectory Data with Application to Mandibular Motion
    Hao Bai (Shanghai Jiao Tong University); Jiangshan Hua, Dongmei He (Department of Oral Surgery, Ninth People’s Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine); Yi Hong (Shanghai Jiao Tong University)
  20. EdgeSwapLLM: SLO-Aware Multi-Model Concurrent Inference for Edge LLM Serving
    Zhe Deng (Beijing University of Posts and Telecommunications)
  21. Enhancing Vision Foundation Models via Multimodal Continual Pre-Training
    Lingchen Meng (Fudan University); Yitong Chen, Wujian Peng (Fudan University, Shanghai Innovation Institute); Jun Tao, Chenjie Xu (Shanghai Baosight Software Co., Ltd.); Zuxuan Wu (Fudan University, Shanghai Innovation Institute); Yu-Gang Jiang (Fudan University)
  22. F2T: Fast Failover in LLM Training with Near-Zero Overhead State Management
    Bohan Zhao, Yuanhong Wang, Chenglin Liu, Jiaqi Pan, Guang Yang, Ruitao Liu, Tingrui Zhang, Kai Luo, Wei Xu (Tsinghua University)
  23. FAST-LSD: Frequency-Spatial and Scale-Selective Transformer for Image-Event Line Segment Detection
    Bowen Wang, Zeyu Li, Rui Tu (Shandong University of Science and Technology); Wei Jiang (Beijing Jiaotong University)
  24. FlowLM: Few-Step Language Modeling via Diffusion-to-Flow Adaptation
    Runzhe Zhang, Letian Chen (Shanghai Jiao Tong University); Wenpeng Zhang (ByteDance); Zhouhan Lin, Peilin Zhao (Shanghai Jiao Tong University)
  25. From Stateless to Situated: Building a Psychological World for LLM-Based Agents
    Yutong Hu (New York University); Boning Zhao (Individual Reasearcher); Xinnuo Li (New York University)
  26. Gate Entropy Reveals Quantization Fragility: Zero-Cost Mixed-Precision Allocation for Attention-Residual LLMs
    Kai Liu, Yulun Zhang, Linghe Kong (Shanghai Jiao Tong University)
  27. Generative Visual Transmission: Rethinking Computation, Bandwidth, and Memory in Video Communication
    Xiangyu Chen, Jixiang Luo, Yuankai Fan, Haibin Huang, Chi Zhang, Xuelong Li (Institute of Artificial Intelligence (TeleAI), China Telecom)
  28. Geometry-Aware Debiasing for Visual Question Answering via Mitigating Neural Collapse
    Qiwen Lu (Henan University); Shengbo Chen (Nanchang University)
  29. Hierarchical Constrained Reinforcement Learning with Dynamic Boundary for Spatio-Temporal Vehicle-to-Grid Scheduling
    Haoyu Yan, Shutong Ding, Jiebao Zhang (The School of Information Science and Technology, ShanghaiTech University.); Xi Yao (China Mobile Shanghai ICT Co., Ltd.); Yu Liu, Haoyu Wang (The School of Information Science and Technology, ShanghaiTech University.); Chenchi Luo (China Mobile Shanghai ICT Co., Ltd.); Ye Shi (The School of Information Science and Technology, ShanghaiTech University.)
  30. HIRED: Hierarchical Interdisciplinary Research Team Formation via Dual-Layer Semantic Alignment
    Shao Zhengxi, Yuechen Zhou (Hong Kong University of Science and Technology (Guangzhou)); Dian Zhang (Lingnan University); Landu Jiang, Ke Xue (Hong Kong University of Science and Technology (Guangzhou))
  31. InternBootcamp: Boosting LLM Reasoning with Verifiable Task Scaling
    Jiasheng Ye, Linyang Li (Shanghai Artificial Intelligence Laboratory); Peiji Li (Fudan University); Yongkang Chen, Yichuan Ma, Zijie Yu, Ganqu Cui, Haozhan Li, Jiacheng Chen, Chengqi Lyu, Wenwei Zhang, Qipeng Guo, Dahua Lin, Bowen Zhou, Kai Chen (Shanghai Artificial Intelligence Laboratory)
  32. Liability Frameworks for Agentic AI Systems
    Marcel Osmond (Queen Mary University Of London)
  33. MARTA: Mask-driven Anchored Reinforcement learning with Transformer-hypergraph Architecture for Interpretable Brain Disorder Diagnosis
    Ying Li (Harbin Institute of Technology (Shenzhen), China); Yanwu Yang (University of Tübingen, Germany); Jianfeng Cao, Ting Ma, Chenfei Ye (Harbin Institute of Technology (Shenzhen), China)
  34. MASD: Multi-Agent Structured Diagnosis for Zero-Shot Industrial Defect Inspection
    Hongxing Chen (Shanghai Freesense Image Technology Co.,Ltd); Wenqi Wu (Shanghai Jiao Tong University, Shanghai Freesense Image Technology Co.,Ltd); Yiming Li (Shanghai Jiao Tong University); Shanshan Lin, Ziliang Zheng, Guanjie Huang (Shanghai Freesense Image Technology Co.,Ltd); Yi Xu (Shanghai Jiao Tong University)
  35. MCPVerse: An Expansive, Real-World Benchmark for Agentic Tool Use
    Fei Lei, Yibo Yang, Dahua Lin, Wenxiu Sun (Sensetime Research)
  36. Morphling: Train Deep and Decode Shallow for Accelerated Speculative Decoding
    Yuchen Li (Shanghai Jiao Tong University and Baidu Inc.); Rui Kong (Baidu Inc.); Qiyang Li (National University of Singapore); Xinran Chen (Baidu Inc.); Zhonghao Lyu (KTH Royal Institute of Technology); Haoyi Xiong (Baidu Inc.); Chen Ma (City University of Hong Kong); Dawei Yin (Baidu Inc.); Linghe Kong (Shanghai Jiao Tong University)
  37. MULTI-Bench: A Multi-Turn Interactive Benchmark for Assessing Emotional Intelligence Ability of Spoken Dialogue Models
    Guoqiang Hu (Nanyang Technological University); Yayue Deng (The Chinese University of Hong Kong); Haiyang Sun (Shanghai Jiao Tong University); Xiangyu Zhang (The University of New South Wales); Haoyang Zhang (Peking University); Fei Tian, Xuerui Yang, Gang Yu (StepFun Inc); Eng Siong Chng (Nanyang Technological University)
  38. Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems
    Heming Fu, Shan Lin (Stony Brook University); Qianqian Xie (Wuhan University); Guojun Xiong (Shanghai Jiao Tong University)
  39. OphVLM-R1: Efficient Ophthalmic Reasoning via Curriculum RL
    Zishi Qi, Xiaoya Hu, Huilin Pan, Ang Gao, Jiaxin Hou, Jiankun Li, Yongao Qian (School of Artificial Intelligence and Automation, Huazhong University of Science and Technology)
  40. ParaASR: Multi-Token Prediction for Fast and Long-Context LLM-Based Speech Recognition
    Qingjian Lin (StepFun); Yuxin Li (Nanyang Technological University); Haoyang Zhang (Peking University); Jun Chen, Yechang Huang, Feng Tian, Xie Li (StepFun); Tony Xiangyu Zhang, Daijiao Liu (UNSW); Yuxin Zhang (Shanghai Jiao Tong University); Jinglan Gong (USTC); Bo Zhao, Fei Tian, Xuerui Yang, Gang Yu, Xiangyu Zhang, Daxin Jiang (StepFun)
  41. PhysUniBench: A Multi-Modal Physics Reasoning Benchmark at Undergraduate Level
    Encheng Su (Shanghai AI Laboratory); Jiaqi Liu (University of North Carolina at Chapel Hil); Lintao Wang, Pengze Li, Jiabei Xiao, Zhang Wenlong (Shanghai AI Laboratory); Xi Chen (Fudan University); Yuan Meng (Tsinghua University); Wanli Ouyang, Shixiang Tang, Aoran Wang (Shanghai AI Laboratory); Xinzhu Ma (Beihang University)
  42. Reinforcement Learning with Physical Feedback for Stable 3D Molecular Generation
    Zhijian Zhou (Fudan University); Junyi An (Shanghai Academy of Artificial Intelligence for Science); Zongkai Liu (Sun Yat-sen University); Yunfei Shi (Shanghai Academy of Artificial Intelligence for Science); Xuan Zhang (Fudan University); Wenli Wang, Fenglei Cao (Shanghai Academy of Artificial Intelligence for Science); Chao Qu, Yuan Qi (Fudan University)
  43. RoboFAC: A Comprehensive Framework for Robotic Failure Analysis and Correction
    Minghao Ye, Weifeng Lu, Zewei Ye, Tao Lin (School of AI, Shanghai Jiao Tong University); Shuo Yang (Harbin Institute of Technology, Shenzhen); Junchi Yan, Bo Zhao (School of AI, Shanghai Jiao Tong University)
  44. RSPMA: Rollout-Stabilized Predictive Mesh Adaptation for Autoregressive Graph PDE Rollout
    Hongyuan Liu, Lugang Ye, Weicheng Cui (Westlake University)
  45. SC2A-DKF: Structure-Constrained Color-Aware Dynamic Kernel Filtering for Out-of-Distribution Image Denoising
    Ran Wang, Yu Lu, Dian Ding (Shanghai Jiao Tong University); Yue Ma (Hesai Technology Co., Ltd); Guangtao Xue (Shanghai Jiao Tong University)
  46. scMDDM: A generative cellular world model for transcriptome modeling toward virtual cells
    Chaohao Yuan (The Chinese University of Hong Kong); Guo-Hua Yuan, Han Zhang, Tingyang Xu, Tian Bian (DAMO Academy, Alibaba Group); Hong Cheng (The Chinese University of Hong Kong); Wenbing Huang (Renmin University of China); Deli Zhao, Yu Rong (DAMO Academy, Alibaba Group)
  47. SG-Layout: Structured Scene Graph–Guided Layout Generation with LLMs
    Junsheng Wang, Chao Chen, Mengying Xie, Mingyan Li, Fuqiang Gu (Chongqing University)
  48. SGC-CLIP: Semantic Graph Guided Calibration for Class-Incremental Learning
    Chuzhe Hu, Shuai Chen, Xinlei Peng, Hanbo Song, Ping Gong (Beijing University of Posts and Telecommunications)
  49. SIGMA: Spectral-Implicit Generative Manifold Architecture for Spatiotemporal Turbulence Synthesis
    Haofeng Ying, Wenbin Lu (Zhejiang University of Technology)
  50. SkyVLaM: Multimodal Large Language Model for UAV Video Understanding in Remote Sensing
    Kaiwen Jing, Ruixu Jia, Bingyao Li, Ruizhe Ou, Ming Wu (Beijing University of Posts and Telecommunications); Chuang Zhang (Beijing University of Posts and Telecommunications, Beijing Wuzi University)
  51. Source-Prior-Driven Selective Adaptation for Efficient Diffusion Model Finetuning
    Yi Xiong, Yuan-Yuan Cheng, Xiao-Ming Fu (University of Science and Technology of China)
  52. Statistical Calibration for LLM Watermark Detection Under Cross-Lingual Attacks
    Shihao Liu, Boran Yang, Jinqing Li, Xiaoqiang Di (School of Computer Science and Technology, Changchun University of Science and Technology)
  53. Step-Level Preference Learning for Generative Agents in Social Simulations
    Wenchang Gao (Shanghai Qi Zhi Institute); Pingyue Sheng (Institute of Interdisciplinary Information Sciences, Tsinghua University); Lanlan Qiu, Yunfei Ma (Shanghai Qi Zhi Institute); Jian Zhao (Xiongan AI Institute; Beijing University of Posts and Telecommunications); Baicheng Chen (Xiongan AI Institute; The Chinese University of Hong Kong, Shenzhen); Kangda Wang (Xiongan AI Institute); Yuyang Tian (University of Science and Technology of China; Shanghai Qi Zhi Institute); Shunqiang Mao (Sun Yat-Sen University; Shanghai Qi Zhi Institute); Tianxing He (Institute of Interdisciplinary Information Sciences, Tsinghua University; Xiongan AI Institute; Shanghai Qi Zhi Institute)
  54. StepPrune: Stepwise Sequential Token Selection for Multimodal Large Language Models
    Landi He, Xiaoyu Yang (Shenzhen University of Advanced Technology); Mingde Yao (CUHK MMLab, CPll under InnoHK); Lijian Xu (Shenzhen University of Advanced Technology)
  55. StepState: Sparse Step States for Multi-Step Reasoning
    Yijia Li (Wuhan Polytechnic University); Jiulin Cai (University of Science and Technology of China)
  56. TAPER: Task-Adaptive Pairwise Energy Regularization for Graph Neural Networks
    Zhixuan Yu, Xinjian Zhao, Tianshu Yu (The Chinese University of Hong Kong, Shenzhen)
  57. TIDAL: Tidal Intelligent Dynamic Allocation and Scheduling for Large-scale Federated GPU Clusters
    Shiqi Geng, Zida Xiao, Wei Zhang, Wang Yu (Kuaishou Technology); Tianyang Zhang, Jiale Lei (Shanghai Jiao Tong University)

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