21-22 November 2026
Xi’an Jiaotong-Liverpool University, Suzhou, China
Overview
The 15th ICFOD conference will be hosted by the International Business School Suzhou (IBSS), Xi’an Jiaotong-Liverpool University (XJTLU) in Suzhou on 21-22 November 2026. Under the theme “Interdisciplinary Research in Derivatives”, the conference is supported by a special issue of the Journal of Futures Markets (JFutM, indexed in SSCI and ABS 3).
Financial research is increasingly moving beyond traditional asset pricing, risk management, and market microstructure frameworks towards a more interdisciplinary approach. Methods and insights from climate and green finance, trustworthy AI, multimodal data, and deep learning are reshaping how scholars study information processing, risk transmission and trading behaviour.
Derivatives markets, including futures, options, swaps, and other derivative instruments, constitute an important component of the modern financial system. Their pricing and trading activities influence risk allocation, capital flows, hedging demand, and market expectations. Understanding how these markets function – from price discovery, volatility dynamics, risk transmission, and hedging efficiency in derivatives markets – is therefore essential to improving market efficiency, strengthening financial stability, and enhancing financial risk management.
The conference seeks to promote interdisciplinary finance research in derivatives markets and closely related financial markets. We especially encourage submissions on climate finance and green finance in derivatives markets. We also welcome studies applying new data and new methods to derivatives markets, including multi-modal data, alternative data, trustworthy AI, deep learning, large language models, and other emerging approaches. Broader interdisciplinary finance topics, such as quantum finance, econophysics, decentralized finance, and biodiversity finance, are also welcome. We also encourage research on important topics in finance, including corporate finance, asset pricing, and other related areas, that advances the understanding of financial markets and financial systems.
Topics include, but are not limited to:
- Climate and Sustainable Finance in Futures and Other Derivatives Markets
- Climate risk, extreme weather, and derivatives markets
- Carbon derivatives and energy transition pricing
- Biodiversity and nature-related risks, and derivatives risk management
- Data and Technology-Driven in Futures and Other Derivatives
- Multimodal and alternative data in derivatives pricing and forecasting
- Trustworthy AI and deep learning in derivatives markets
- Large language models in trading and risk management
- High-frequency data and volatility modelling in derivatives market
- Emerging Interdisciplinary Finance in Futures and Other Derivatives Trading
- Quantum finance and physics-inspired pricing models
- Econophysics and complex systems in market dynamics
- Decentralized finance and financial innovation
- Other emerging interdisciplinary frontiers in finance
- The Role of Futures and Other Derivatives in Stabilizing and Invigorating the Spot Market
- Heterogeneous trader behaviors and their impacts on market operational performance
- Price discovery and risk hedging across futures and other derivatives
- Liquidity, volatility and trader performance
- Cross-market(futures-spot), cross-venue(exchange-traded-OTC), and cross-border behavior and their market impacts
Key Dates
Registration fee deadline (for presenters): Closed
Registration fee deadline (for audiences or co-authors): 15 November 2026
Conference dates: 21-22 November 2026
Conference Programme
| Agenda Overview | |
| Date 21 Nov 2026, Day 1 | |
| Time | Session |
| 8:00-8:30 | Conference Registration |
| 8:30-8:45 | Opening Speeches from IBSS |
| 8:45-09:00 | Opening Speeches from JFutM, Prof. Bart Frijns, Editor-in-Chief of JFutM |
| 9:00-09:40 | Keynote Talk I: Prof. Jie Cao, Hong Kong Polytechnic University |
| 9:40-10:20 | Keynote Talk II: Prof. Xintong Zhan, Fudan University |
| 10:20-10:25 | Group Photo |
| 10:25-10:45 | Tea Break |
| 10:45-12:15 | Parallel Sessions (A1-A5) |
| 12:15-13:30 | Lunch |
| 13:30-14:10 | Keynote Talk III: Prof. Haoyu Gao, Renmin University of China |
| 14:10-14:50 | Keynote Talk IV: Prof. Robert Webb, University of Virginia, USA |
| 14:50-15:30 | Meet with editors from Economic Modelling, International Journal of Finance and Economics, International Review of Finance, JFutM, Management Science, etc |
| 15:30-15:50 | Tea Break |
| 15:50-17:50 | Parallel Sessions (B1-B6) |
| 18:00-20:00 | Gala Dinner |
| Date 22 Nov 2026, Day 2 | |
| Time | Session |
| 8:00-8:30 | Conference Registration |
| 8:30-8:40 | Opening Speeches |
| 8:40-9:30 | Keynote Talk V: Prof. Steven Heston, University of Maryland, USA |
| 9:30-10:10 | Keynote Talk VI: Prof. Ning Cai, Hong Kong University of Science and Technology (Guangzhou) |
| 10:10-10:30 | Tea Break |
| 10:30-12:00 | Parallel Sessions (C1-C5) |
| 12:00-12:20 | Closing and Best Paper Award |
| 12:20-13:30 | Lunch |
| Parallel Sessions | |
| Parallel Sessions (A1-A5), 10:45-12:15, 21 Nov 2026 | |
| (18 minutes for speaker, 10 minutes for discussant, 2 minutes for Q&A) | |
| Parallel Session A1: Market Making, Liquidity and Option Market Quality | |
| Host: Wei Guo, University of Shanghai for Science and Technology | |
| Paper 1: | Designated Market Makers and Liquidity in Oil Futures: Evidence from China's INE Crude Oil Contract |
| Presenter: | Miao Li, Wuhan Institute of Technology |
| Discussant: | Jianqiang Chen, Ocean University of China |
| Paper 2: | Dynamic Price Banding and Market Maker Behavior: Evidence from Option Markets |
| Presenter: | Jianqiang Chen, Ocean University of China |
| Discussant: | Wei Guo, University of Shanghai for Science and Technology |
| Paper 3: | Open-Interest State Transitions and the Horizon of Implied-Volatility Adjustment |
| Presenter: | Wei Guo, University of Shanghai for Science and Technology |
| Discussant: | Miao Li, Wuhan Institute of Technology |
| Parallel Session A2: Option Pricing Models and Optimal Stopping | |
| Host: Yaosong Zhan, Sun Yat-sen University | |
| Paper 1: | Fourier-Block CTMC Pricing of American Futures Options under Stochastic Volatility Jump-Diffusion Models |
| Presenter: | Yi Hong, Xi'an Jiaotong-Liverpool University |
| Discussant: | Ruirui Wang, China University of Mining and Technology |
| Paper 2: | Exercise Boundaries and Value Losses in American Futures Options |
| Presenter: | Ruirui Wang, China University of Mining and Technology |
| Discussant: | Yaosong Zhan, Sun Yat-sen University |
| Paper 3: | Downside-Exposure Discounting and Optimal Drawdown Tolerance |
| Presenter: | Yaosong Zhan, Sun Yat-sen University |
| Discussant: | Yi Hong, Xi'an Jiaotong-Liverpool University |
| Parallel Session A3: Implied Volatility Dynamics and Volatility Risk Premium | |
| Host: Yifan Ye, Beijing Normal-Hong Kong Baptist University | |
| Paper 1: | A Fluid Meniscus Model of Implied Volatility |
| Presenter: | Yifan Ye, Beijing Normal-Hong Kong Baptist University |
| Discussant: | Wen Xu, University of Otago |
| Paper 2: | Discrete-Time Stochastic Volatility Models, the CBOE VIX1D and One-day Volatility Risk Premium |
| Presenter: | Wen Xu, University of Otago |
| Discussant: | Shenru Li, Macau University of Science and Technology |
| Paper 3: | Implied Volatility Spreads and Market Dynamics: Evidence from Short-Maturity Index Options |
| Presenter: | Shenru Li, Macau University of Science and Technology |
| Discussant: | Yifan Ye, Beijing Normal-Hong Kong Baptist University |
| Parallel Session A4: Option-Implied Risk Measures and Asset Returns | |
| Host: Shican Liu, Zhongnan University of Economics and Law | |
| Paper 1: | From Option Prices to Crash Risk: A Tree-Implied Measure of Jump Asymmetry |
| Presenter: | Shican Liu, Zhongnan University of Economics and Law |
| Discussant: | ChiFeng Tzeng, National Tsing Hua University |
| Paper 2: | Predicting Corporate Bankruptcy via Default-Augmented Risk-Neutral Densities: A Comparison of Parametric and Non-Parametric Frameworks |
| Presenter: | ChiFeng Tzeng, National Tsing Hua University |
| Discussant: | Zhuofan Hao, Shenzhen University |
| Paper 3: | Option-Implied Variance Asymmetry and the Equity Premium in China |
| Presenter: | Zhuofan Hao, Shenzhen University |
| Discussant: | Shican Liu, Zhongnan University of Economics and Law |
| Parallel Session A5: Equity Option Return Predictability and Anomalies | |
| Host: Jingda Yan, Renmin University of China | |
| Paper 1: | OPIN and the Cross Section of Equity Option Returns |
| Presenter: | Bei Chen, Shanghai International Studies University |
| Discussant: | Yifeng Zhu, Central University of Finance and Economics |
| Paper 2: | Gambling on Volatility and Option Anomalies |
| Presenter: | Jingda Yan, Renmin University of China |
| Discussant: | Bei Chen, Shanghai International Studies University |
| Paper 3: | Intraday Market Return Predictability Culled from the Factor Zoo: Evidence from the Chinese A-Share Market |
| Presenter: | Yifeng Zhu, Central University of Finance and Economics |
| Discussant: | Jingda Yan, Renmin University of China |
| Parallel Sessions (B1-B6), 15:50-17:50, 21 Nov 2026 | |
| (18 minutes for speaker, 10 minutes for discussant, 2 minutes for Q&A) | |
| Parallel Session B1: Option Pricing and Volatility Modeling | |
| Host: Qingfu Liu, Fudan University | |
| Paper 1: | Extraction and Prediction of the Continuous Term Structure of Implied Risk-Neutral Higher-Order Moments |
| Presenter: | Qiangbing Ren, Zhongnan University of Economics and Law |
| Discussant: | Mingzhen Lin, Xi'an Jiaotong-Liverpool University |
| Paper 2: | Normalization Error and Joint Calibration of Doob Guides for Option Pricing |
| Presenter: | Mingzhen Lin, Xi'an Jiaotong-Liverpool University |
| Discussant: | Lingshan Du, Peking University |
| Paper 3: | Option Pricing with Intraday Periodicity |
| Presenter: | Lingshan Du, Peking University |
| Discussant: | Liu Yang, Zhejiang University |
| Paper 4: | The Information Content of Over-the-Counter Equity Options for Stock Volatility and Jump Variation: Evidence from China |
| Presenter: | Liu Yang, Zhejiang University |
| Discussant: | Qiangbing Ren, Zhongnan University of Economics and Law |
| Parallel Session B2: ETF Options, Option-Implied Information and Option Pricing Models | |
| Host: Liyan Han, Beihang University | |
| Paper 1: | Market Leadership and the Limits of Incremental Information: Evidence from Chinese ETFs, Index Futures, and ETF Options |
| Presenter: | Xiaobing Li, Zhejiang University |
| Discussant: | Jianong Li, Shanghai University of Finance and Economics |
| Paper 2: | Ultra-Short Term Treasury Bill ETF Options |
| Presenter: | Jianong Li, Shanghai University of Finance and Economics |
| Discussant: | Zhendong Zhang, Xi'an Jiaotong-Liverpool University |
| Paper 3: | An Expanded Top-down Linear Option Pricing Model |
| Presenter: | Zhendong Zhang, Xi'an Jiaotong-Liverpool University |
| Discussant: | Junlin Pu, University of International Business and Economics |
| Paper 4: | Look Back to Price Forward: Option Valuation with the MF2-REGARCH Model |
| Presenter: | Junlin Pu, University of International Business and Economics |
| Discussant: | Xiaobing Li, Zhejiang University |
| Parallel Session B3: Commodity Futures, Climate Risk and Hedging | |
| Host: Xun Lei, Xi'an Jiaotong-Liverpool University | |
| Paper 1: | What Drives the Co-Movement of Commodity and Stock Markets: Evidence from Intraday and Overnight Returns in Chinese Markets |
| Presenter: | Yang Yang, Hunan University |
| Discussant: | Huanheng Lin, Jinan University |
| Paper 2: | Asymmetric Climate Coverage, Commodity Financialization and Risk Premiums |
| Presenter: | Huanheng Lin, Jinan University |
| Discussant: | Yuhan Zhang, Nanjing University of Science and Technology |
| Paper 3: | Forecasting Agricultural Commodity Futures Volatility: Physical or Transition Climate Risk? |
| Presenter: | Yuhan Zhang, Nanjing University of Science and Technology |
| Discussant: | Yinhao Wu, Shanghai University of Finance and Economics |
| Paper 4: | An RBF score-driven model for multi-futures hedging |
| Presenter: | Yinhao Wu, Shanghai University of Finance and Economics |
| Discussant: | Yang Yang, Hunan University |
| Parallel Session B4: Corporate Risk Management and Financing | |
| Host: Yi Hong, Xi'an Jiaotong-Liverpool University | |
| Paper 1: | Risk management effects of derivatives hedging and corporate mergers and acquisitions |
| Presenter: | Yushi Zhao, Beijing Technology and Business University |
| Discussant: | Shumin Jiang, Shanghai Jiao Tong University |
| Paper 2: | Price of Treasury Intermediation: Repo Funding Risk and the Cash-Futures Basis |
| Presenter: | Shumin Jiang, Shanghai Jiao Tong University |
| Discussant: | Yang Xiao, Shanghai University of Finance and Economics |
| Paper 3: | Real Options and Corporate Liquidity under Capital Supply Uncertainty |
| Presenter: | Yang Xiao, Shanghai University of Finance and Economics |
| Discussant: | Boyuan Zhang, Lincoln University |
| Paper 4: | Managing What Cannot Be Traded: Nature Dependence and Corporate Commodity Derivative Use |
| Presenter: | Boyuan Zhang, Lincoln University |
| Discussant: | Yushi Zhao, Beijing Technology and Business University |
| Parallel Session B5: Digital Assets, Commodity Risk and Climate Signals | |
| Host: Zhenyu Lu, Xi'an Jiaotong-Liverpool University | |
| Paper 1: | Which asset can serve as a safe haven against Bitcoin? Evidence from conditional comoments |
| Presenter: | Zhiyun Zeng, Hunan University |
| Discussant: | Fenglin Wu, Shanghai Jiao Tong University |
| Paper 2: | Rethinking Cryptocurrency Momentum |
| Presenter: | Fenglin Wu, Shanghai Jiao Tong University |
| Discussant: | Zichao Xu, Xi'an Jiaotong-Liverpool University |
| Paper 3: | A Regime-Aware Model of Experts: Forecasting, Hedging and Speculation in Global Oil Markets |
| Presenter: | Zichao Xu, Xi'an Jiaotong-Liverpool University |
| Discussant: | Junbo Huang, Hong Kong Baptist University |
| Paper 4: | Heterogeneous Climate Information and the Risk-Neutral Distribution of Carbon Allowance Prices |
| Presenter: | Junbo Huang, Hong Kong Baptist University |
| Discussant: | Zhiyun Zeng, Hunan University |
| Parallel Session B6: Oil and Energy Futures Markets | |
| Host: Yahua Xu, Central University of Finance and Economics | |
| Paper 1: | Delta-Hedged Gains and Oil-Market News: Evidence from Chinese Crude Oil Futures Options |
| Presenter: | Tian Yue, Chongqing Jiaotong University |
| Discussant: | Yahua Xu, Central University of Finance and Economics |
| Paper 2: | Narrative Emotions and Crude Oil Returns: An Asymmetric Relationship |
| Presenter: | Yahua Xu, Central University of Finance and Economics |
| Discussant: | Siyu Zhang, Central University of Finance and Economics and China Foreign Economy and Trade Trust Co., Ltd |
| Paper 3: | Financial Innovation and Corporate Fraud: A Quasi-Natural Experiment from the Launch of China's Crude Oil Futures |
| Presenter: | Siyu Zhang, Central University of Finance and Economics and China Foreign Economy and Trade Trust Co., Ltd |
| Discussant: | Zhen Chen, Dalian University of Technology |
| Paper 4: | Design and Application of Temperature Index Derivatives: A Case Study on an Electricity Sales Company |
| Presenter: | Zhen Chen, Dalian University of Technology |
| Discussant: | Tian Yue, Chongqing Jiaotong University |
| Parallel Sessions (C1-C5), 10:30-12:00, 22 Nov 2026 | |
| (18 minutes for speaker, 10 minutes for discussant, 2 minutes for Q&A) | |
| Parallel Session C1: Return Predictability across Equity, Commodity and Convertible Bond Markets | |
| Host: Qi Xu, Zhejiang University | |
| Paper 1: | Textual Risk Option Momentum |
| Presenter: | Runfeng Yang, Central South University |
| Discussant: | Qi Xu, Zhejiang University |
| Paper 2: | Extrapolative Commodity Returns |
| Presenter: | Qi Xu, Zhejiang University |
| Discussant: | Zhiyong Li, Beijing Foreign Studies University |
| Paper 3: | Machine Learning vs. Structural Models for Convertible Bond Return Predictability |
| Presenter: | Zhiyong Li, Beijing Foreign Studies University |
| Discussant: | Runfeng Yang, Central South University |
| Parallel Session C2: Commodity Futures Risk and Connectedness | |
| Host: Lixuan Chen, Capital University of Economics and Business | |
| Paper 1: | Decomposing Tail Risk Exposure in Commodity Futures |
| Presenter: | Lixuan Chen, Capital University of Economics and Business |
| Discussant: | Yiuman Tse, University of Missouri-St. Louis |
| Paper 2: | Trading and Position Allocation Across Commodity Futures Maturities |
| Presenter: | Yiuman Tse, University of Missouri-St. Louis |
| Discussant: | Huiyi Liao, Zhejiang University of Finance and Economics |
| Paper 3: | Biodiversity News Shocks and Metal Futures: Delayed Price Discovery, Volatility Reshuffling, and Speculative Crowding |
| Presenter: | Huiyi Liao, Zhejiang University of Finance and Economics |
| Discussant: | Lixuan Chen, Capital University of Economics and Business |
| Parallel Session C3: Volatility Forecasting and Systematic Risk Pricing | |
| Host: Jie Mao, Shanghai University | |
| Paper 1: | Volatility Forecasting with Lattice Regression |
| Presenter: | Hang Zhou, University of Nottingham Ningbo China |
| Discussant: | Zhenyu Lu, Xi'an Jiaotong-Liverpool University |
| Paper 2: | Gold Price Uncertainty and Volatility |
| Presenter: | Zhenyu Lu, Xi'an Jiaotong-Liverpool University |
| Discussant: | Jie Mao, Shanghai University |
| Paper 3: | Conditional Factor Exposures in China's Option Market: Evidence from SSE 50 ETF Option |
| Presenter: | Jie Mao, Shanghai University |
| Discussant: | Hang Zhou, University of Nottingham Ningbo China |
| Parallel Session C4: Climate, ESG and Policy Information Signals | |
| Host: Yang Bai, Zhejiang University of Finance and Economics | |
| Paper 1: | Patenting Green: Corporate Carbon Attention and Decarbonization Innovation |
| Presenter: | Yang Bai, Zhejiang University of Finance and Economics |
| Discussant: | Xun Lei, Xi'an Jiaotong-Liverpool University |
| Paper 2: | Transportation Risk Signals and Freight Market Dynamics: Evidence from China's Europe-Route Container Freight Futures |
| Presenter: | Xun Lei, Xi'an Jiaotong-Liverpool University |
| Discussant: | Kungcheng Ho, Guangdong University of Finance and Economics |
| Paper 3: | Countercyclical Capital Buffer Options: Pricing and Hedging Regulatory Capital Risk |
| Presenter: | Kungcheng Ho, Guangdong University of Finance and Economics |
| Discussant: | Yang Bai, Zhejiang University of Finance and Economics |
| Parallel Session C5: Climate Risk and Carbon Tail Connectedness | |
| Host: Qunzi Zhang, Shandong University | |
| Paper 1: | Climate Risk in Commodity Futures Markets: A Perspective from Supply Chains |
| Presenter: | Xiaomin Luan, Fudan University |
| Discussant: | Jingyi Deng, South China University of Technology |
| Paper 2: | How Do Climate Risks Inform Agricultural Futures Volatility: Evidence from a High-Dimensional Probabilistic Forecasting Framework |
| Presenter: | Jingyi Deng, South China University of Technology |
| Discussant: | Jiangchen Yan, Jiangxi University of Finance and Economics |
| Paper 3: | Booms, Busts, and Tail Connectedness in Carbon and Commodity Futures Markets |
| Presenter: | Jiangchen Yan, Jiangxi University of Finance and Economics |
| Discussant: | Xiaomin Luan, Fudan University |
Awards and Support
This call for papers is supported by the China Financial Futures Exchange. Outstanding Paper Awards will be presented in the categories of Financial Futures, Financial Options, and Innovations in Financial Theory. This conference is supported by CCERDATA and Soochow Futures.
Potential Publications
The Journal of Futures Markets (JFutM, SSCI, ABS 3) will publish a special issue. A selection of high quality English-language papers from the conference will be considered for publication. All papers accepted for the conference are eligible to be considered for publication in the JFutM. Papers will be reviewed for these journals upon receipt using their normal criteria.
Please note that acceptance of a paper to the conference does not guarantee publication in JFutM. All papers will go through the journal’s standard blind review process. Special issue information will be available on the journal website soon.
Additional Supporting Journals:
International Review of Finance, (SSCI, ABDC A)
International Journal of Finance and Economics, (SSCI, ABS 3)
Conference Registration
Registration for presenters is now closed.
For non-presenting participants and co-authors, registration remains open until 15 November 2026.
The registration fee is RMB 2,000 (or USD 300). Please note that all fees are Non-Refundable. Thank you for your understanding and cooperation.
Registration Form Link: https://xjtlu.mike-x.com/F0KXq. The 15th ICFOD Conference Organizing Committee will send you an email to confirm your payment.
Contact Email
For any inquiries regarding the conference, please feel free to contact the Conference support team at:
Email: ICFOD2026.IBSS@xjtlu.edu.cn.
Conference Co-Chairs:
Qingfu LIU, Fudan University
Libo YIN, Beihang University
Qunzi ZHANG, Shandong University
Conference Organizing Committee Chairs:
Xinfeng RUAN, Xi’an Jiaotong-Liverpool University
Jia ZHAI, Xi’an Jiaotong-Liverpool University
Conference Organizing Committee Members:
Shimeng SHI, Xi’an Jiaotong-Liverpool University
Yingying WU, Xi’an Jiaotong-Liverpool University
Xingzhi YAO, Xi’an Jiaotong-Liverpool University
Ning ZHANG, Xi’an Jiaotong-Liverpool University
Yuanyi ZHANG, Xi’an Jiaotong-Liverpool University
Programme Committee Chair:
Professor Bart Frijns, Journal of Futures Markets (John Wiley & Sons), USA
Conference Members:
Jun CAI, City University of Hong Kong
Jaime CASASSUS, Universidad Catolica de Chile
Guotai CHI, Dalian University of Technology
Lin William Cong, Cornell University
Jianqing FAN, Princeton University
Joseph FUNG, Hong Kong Baptist University
Liyan HAN, Beihang University
Qian HAN, Sun Yat-sen University
Feng HE, Capital University of Economics and Business
Renhai HUA, Nanjing University of Finance and Economics
Jangkoo KANG, KAIST
Tong Suk KIM, KAIST
Jianping LI, Chinese Academy of Sciences
Ping LI, Capital University of Economics and Business
Qingfu LIU, Fudan University
Peng LIU, Cornell University
Yanchu LIU, Sun Yat-sen University
Brian M. LUCEY, Trinity College Dublin
Xingguo LUO, Zhejiang University
Youwei LI, Hull University
Jun QIAN, Fudan University
Yiuman TSE, University of Missouri –Saint Louis
Samuel A. VIGNE, LUISS Business School, Italy
Chongfeng WU, Shanghai Jiaotong University
Jian YANG, University of Colorado
Shenggang YANG, Hunan University
Libo YIN, Beihang University
Xianzhi YUAN, Shanghai Lixin Accounting and Finance Institute
Yan ZENG, Sun Yat-sen University
Hao ZHANG, Guangdong University of Foreign Studies
Huiyan ZHANG, Shanghai Futures Exchange
Jinqing ZHANG, Fudan University
Qunzi ZHANG, Shandong University
Yongmin ZHANG, Ningbo University
Zhenlong ZHENG, Xiamen University