[参赛队伍] TAAC 2026 腾讯广告算法大赛 X KDD 2026

TAAC 2026 腾讯广告算法大赛 学术赛道 分数0.830964

Unofficial TAAC x KDD Cup 2026 Industrial Track solution notes for Tencent Ads pCVR prediction; Top 5% public leaderboard finish.

Advances on graph anomaly detection, covering the reading list of recent top academic conferences.

Training-free agentic framework for analog circuit design automation: an LLM multi-agent system with self-evolving memory. KDD 2026 (AI4Science, Oral).

AlphaSearch: Agentic AI framework for battery arbitrage in electricity markets.

POLO: Preference-Guided Multi-Turn Reinforcement Learning for Sample-Efficient Lead Optimization (KDD 2026 Oral)

PCA-OS: A Planetary Climate Adaptation Operating System — KDD 2026 Blue Sky Ideas Track paper & project page

Regularized Auto-Encoder for k-NN preserving dimensionality reduction (KDD 2026)

Adaptive Pseudo-Labeling via Word Coherence for Topic Modeling

Source code for MechaRule: neuron-anchored rule extraction for large language models via contrastive hierarchical ablation.

RuleSHAP: global rule extraction for auditing injected LLM behaviours using SHAP-guided rule induction.

Large-scale multi-entity Bangla book graph dataset for personalized recommendation. Co-authored research submitted to KDD 2026.

Code, data & paper: How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks (KDD 2026 Workshop)