Pingzhong Tang

25 papers · 2015–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) 🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) 🗺️ Taxonomy Completionist (32) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🧬 Topic Evolution 🔬 Deep Specialist (11) 🏆 Keyword Champion (4) 🔥 Unstoppable (6) ⚡ Prolific Year (6) 🚀 Conference Pioneer 💎 Century Club (25) ❓ The Questioner 🗃️ Keyword Collector (106)

Conferences

AAAI (12) IJCAI (10) NIPS (2) UAI (1)

Top co-authors

Weiran Shen (5) Song Zuo (5) Zihe Wang (5) Qingpeng Cai (4) Mengjing Chen (4) Xiwang Yang (4) Shenke Xiao (3) Vahab Mirrokni (2) Xun Wang (2) Ling Pan (2)

Keywords

mechanism design (8) incentive compatibility (5) multi-agent system (4) dynamic pricing (4) game theory (3) markov decision process (3) deep reinforcement learning (3) revenue optimization (3) online advertising (3) convex optimization (2) reinforcement learning (2) auction theory (2) deep deterministic policy gradient (2) dynamic auction (2) competitive analysis (2) model-based reinforcement learning (2) reserve pricing (2) exploration exploitation (1) dynamic programming (1) value function (1)

Papers

Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024

Simultaneous Optimization of Bid Shading and Internal Auction for Demand-Side Platforms AAAI 2024

Collusion-Proof and Sybil-Proof Reward Mechanisms for Query Incentive Networks AAAI 2023

Conservative Offline Policy Adaptation in Multi-Agent Games NIPS 2023

A competitive analysis of online failure-aware assignment UAI 2022

Characterization of Incentive Compatibility of an Ex-ante Constrained Player AAAI 2022

Optimal Anonymous Independent Reward Scheme Design IJCAI 2022

Safe Opponent-Exploitation Subgame Refinement NIPS 2022

Coupon Design in Advertising Systems AAAI 2021

Optimal Common Contract with Heterogeneous Agents AAAI 2020

Deterministic Value-Policy Gradients AAAI 2020

Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions AAAI 2020

Learning Optimal Strategies to Commit To AAAI 2019

Optimal Dynamic Auctions Are Virtual Welfare Maximizers AAAI 2019

Dispatching Through Pricing: Modeling Ride-Sharing and Designing Dynamic Prices IJCAI 2019

Making Money from What You Know - How to Sell Information? AAAI 2019

Policy Optimization with Model-Based Explorations AAAI 2019

A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019

Reinforcement mechanism design IJCAI 2017

Efficient Mechanism Design for Online Scheduling (Extended Abstract) IJCAI 2017

Facility Location with Minimax Envy IJCAI 2016

Digital Good Exchange IJCAI 2016

Dynamic Auctions with Bank Accounts IJCAI 2016

Optimal Auctions for Partially Rational Bidders IJCAI 2015

Mechanism Design and Implementation for Lung Exchange IJCAI 2015