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STAGE 04 · 01

HR 候選人隊列 HR 候选人队列

HR Scout

從 1364 名研究員中漏出 60 位進入候選池。不自動錄用，不自動拒絕。每位均附論文佐證；任何觸達前請自行核實機構與聯繫資訊。

从 1364 名研究员中漏出 60 位进入候选池。不自动录用，不自动拒绝。每位均附论文佐证；外展前请自行核实机构与联系信息。

54 HOT 通過完整門檻 通过完整门槛
5 WARM 缺一道門檻 缺一道门槛
1 WATCH ⚡ 異常爆點 ⚡ 异常爆点

HOT 篩選門檻 HOT 筛选门槛 / Active Gate Criteria

  • Rating floor ≥ 🔧 author on at least one breakthrough or practical paper
  • Paper count · 90d ≥ 2 sustained output, not a one-off
  • Affiliation required resolvable via institution-registry
  • Contact status ≠ not_linked at least one durable signal beyond paper byline
  • Email NEVER stored or shown enforced in code path; verify externally

HOT · 通過完整門檻通过完整门槛 · 54

Jiarui Yang

复旦 7 篇 · 90d7 篇 · 90d
Linked via lab 通过机构关联

WHY NOW Author on ⚡-rated paper in last 90 days

佐證論文佐证论文 GDLAM: Group-Disentangled Latent Action Model for Highly Disentangled Embodied Pretraining 2026-09-25 Stable and Efficient Real-World Online VLA Post-Training via Asynchronous Replay-Anchored Policy Improvement 2026-09-23
展開另 3 篇 ▾ 展开另 3 篇 ▾
TemporalFlow-VLA: Learning Physically Grounded Execution History for Long-Horizon Robot Manipulation 2026-08-29 StructRL: Structured Action-Space Exploration for Flow-Based VLAs 2026-08-19 In-Context VLA: Endowing Vision-Language-Action Models with Language via In-Context Post-Training and Agentic Tool Use 2026-08-08

Jiayi Chen

Ruijin Hospital 3 篇 · 90d3 篇 · 90d
Linked via lab 通过机构关联

WHY NOW Author on 3 🔧+ papers in last 90 days

佐證論文佐证论文 UniWAM: Unified World-Action Model 2026-10-03 VISTA: Visually Inferred Spatial ConTact Attention for Contact-Rich Manipulation 2026-08-28
展開另 1 篇 ▾ 展开另 1 篇 ▾
DFM-VLA: Iterative Action Refinement for Robot Manipulation via Discrete Flow Matching 2026-08-08

Jiuyi Xu

USC 3 篇 · 90d3 篇 · 90d
Linked via lab 通过机构关联

WHY NOW Author on 3 🔧+ papers in last 90 days

佐證論文佐证论文 FastVLA: Task-Conditioned and Temporally Adaptive Visual Token Compression for Efficient Vision-Language-Action Models 2026-10-21 World Models Dream of Success: Diagnosing and Repairing Failure Insensitivity in Robot World Models 2026-10-07
展開另 1 篇 ▾ 展开另 1 篇 ▾
VLAQuantBench: Closed-Loop Evaluation of Post-Training Quantization for Vision-Language-Action Models 2026-09-25

Min Lin

Sun Yat-sen University 3 篇 · 90d3 篇 · 90d
Linked via lab 通过机构关联

WHY NOW Author on 3 🔧+ papers in last 90 days

佐證論文佐证论文 Beyond Actions: Learning Future Operation Targets for Vision-Language-Action Models 2026-10-13 Beyond Actions: Learning Future Operation Targets for Vision-Language-Action Models 2026-10-10
展開另 1 篇 ▾ 展开另 1 篇 ▾
EchoVLA: Robotic Vision-Language-Action Model with Synergistic Declarative Memory for Mobile Manipulation 2026-08-11

Runze Xu

Striding AI 3 篇 · 90d3 篇 · 90d
Linked via lab 通过机构关联

WHY NOW Author on 3 🔧+ papers in last 90 days

佐證論文佐证论文 RoboDrop: Curating VLA Post-Training Data via Local Gradient Compatibility 2026-09-11 Knowing When to Stop: Adaptive Action Chunking via Internal Cross-Attention Dynamics in VLAs 2026-09-08
展開另 1 篇 ▾ 展开另 1 篇 ▾
Knowing When to Stop: Adaptive Action Chunking via Internal Cross-Attention Dynamics in VLAs 2026-09-02

Yutian Zhang

清华 3 篇 · 90d3 篇 · 90d
Linked via lab 通过机构关联

WHY NOW Author on 3 🔧+ papers in last 90 days

佐證論文佐证论文 VOMMI: Collecting and Leveraging Portable Demonstrations for Mobile Manipulation 2026-10-07 FWBC-VLA: Force-Aware Whole-Body Compensation for Contact-Rich Loco-Manipulation 2026-09-08
展開另 1 篇 ▾ 展开另 1 篇 ▾
FWBC-VLA: Force-Aware Whole-Body Compensation for Contact-Rich Loco-Manipulation 2026-09-04

WARM · 缺一道門檻缺一道门槛 · 5

姓名姓名 機構机构 methods papers · 90d 缺什麼缺什么
Hongyu Li 复旦 1 paper count < 2
Ning Cheng Beijing Jiaotong University 1 paper count < 2
Yechan Park Dankook University Gaussian Splat Robotics 1 paper count < 2
Yicheng Liu Sichuan University 1 paper count < 2
Zaruhi Navasardyan — 2 affiliation + durable signal unknown

WATCH · ⚡ 異常爆點异常爆点 · 1

單篇 ⚡ 評級的第一作者，機構未知。可能是新生力量，也可能是匿名/化名。 单篇 ⚡ 评级的第一作者，机构未知。可能是新生力量，也可能是匿名/化名。

Gigabrain Team 1